{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1685,"total_is_capped":false,"direct_labels_cover":2,"predictions_cover":1685,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"a8fecf372157","filters":{"topic":"Grief, Bereavement, and Mental Health"}},"results":[{"id":"W2102083811","doi":"10.1002/da.20780","title":"Complicated grief and related bereavement issues for DSM-5","year":2011,"lang":"en","type":"review","venue":"Depression and Anxiety","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":1011,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"National Institute of Mental Health; National Institute on Aging; Canadian Institutes of Health Research","keywords":"Grief; Psychology; DSM-5; Complicated grief; Psychotherapist; Clinical psychology","authors":[{"name":"M. Katherine Shear","is_ca":false},{"name":"Naomi M. Simon","is_ca":false},{"name":"Melanie M. Wall","is_ca":false},{"name":"Sidney Zisook","is_ca":false},{"name":"Robert A. Neimeyer","is_ca":false},{"name":"Naihua Duan","is_ca":false},{"name":"Charles F. Reynolds","is_ca":false},{"name":"Barry D. Lebowitz","is_ca":false},{"name":"Sharon C. Sung","is_ca":false},{"name":"Angela Ghesquiere","is_ca":false},{"name":"Bonnie Gorscak","is_ca":false},{"name":"Paula J. Clayton","is_ca":false},{"name":"Masaya Ito","is_ca":false},{"name":"Satomi Nakajima","is_ca":false},{"name":"Takako Konishi","is_ca":false},{"name":"Nadine Melhem","is_ca":false},{"name":"Kathleen L. Meert","is_ca":false},{"name":"Miriam Schiff","is_ca":false},{"name":"Mary‐Frances O'Connor","is_ca":false},{"name":"Michael B. First","is_ca":false},{"name":"Jitender Sareen","is_ca":true},{"name":"Shay‐Lee Bolton","is_ca":true},{"name":"Natalia Skritskaya","is_ca":false},{"name":"Anthony D. Mancini","is_ca":false},{"name":"Aparna Keshaviah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08547582342502902,"gpt":0.4084757384936484,"spread":0.3229999150686194,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003070489,0.0004589441,0.001081661,0.00009706131,0.000256592,0.00003297709,0.0001712474,0.0005051513,0.0005329289],"category_scores_gemma":[0.000007012119,0.0003330052,0.0002044776,0.0001066493,0.0001069772,0.00004707887,0.0001595761,0.0003212811,0.0000763128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003296734,"about_ca_system_score_gemma":0.00002990316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002226918,"about_ca_topic_score_gemma":0.00001056835,"domain_scores_codex":[0.9977929,0.0001682257,0.0006491835,0.0008371422,0.0001058616,0.0004466825],"domain_scores_gemma":[0.9987549,0.00007341495,0.0003696167,0.0004620887,0.00003700253,0.0003030309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003124585,0.0001970139,0.0001873926,0.006921438,0.0001644364,0.000002717144,0.0006229202,1.577127e-9,0.000002088566,0.004191627,0.02214086,0.9655383],"study_design_scores_gemma":[0.0009382874,0.0001280259,0.0004248371,0.004443722,0.0003649858,0.0000864532,0.0001337166,0.000001820323,0.000004832373,0.000522891,0.9925957,0.0003547099],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001002766,0.9844601,0.00002233474,0.00004665264,0.0006474465,0.001883333,0.0002225848,0.00009760588,0.01251973],"genre_scores_gemma":[0.0002148086,0.989139,0.000142387,0.000216602,0.0001078287,0.0004797911,0.000655417,0.00006676763,0.00897741],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9704549,"threshold_uncertainty_score":0.9999122,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2136760064","doi":"10.1037//0022-3514.83.5.1150","title":"Resilience to loss and chronic grief: A prospective study from preloss to 18-months postloss.","year":2002,"lang":"en","type":"article","venue":"Journal of Personality and Social Psychology","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":777,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Institute on Aging","keywords":"Grief; Psychology; Spouse; Psychological resilience; Clinical psychology; Traumatic grief; Antecedent (behavioral psychology); Developmental psychology; Psychiatry; Psychotherapist","authors":[{"name":"George A. Bonanno","is_ca":true},{"name":"Camille B. Wortman","is_ca":false},{"name":"Darrin R. Lehman","is_ca":true},{"name":"Roger G. Tweed","is_ca":true},{"name":"Michelle Haring","is_ca":true},{"name":"John Sonnega","is_ca":false},{"name":"Deborah Carr","is_ca":false},{"name":"Randolph M. Nesse","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05741285301450247,"gpt":0.4039930838647732,"spread":0.3465802308502707,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006970839,0.0002139467,0.0005145451,0.0001281784,0.0003490831,0.00004264787,0.0002253753,0.0001764736,0.0008973964],"category_scores_gemma":[0.00003682423,0.0001968228,0.00008844418,0.0002059304,0.0002404398,0.0001210152,0.00007160135,0.0004643222,0.00005698565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001993834,"about_ca_system_score_gemma":0.00004119954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006792102,"about_ca_topic_score_gemma":0.0009697117,"domain_scores_codex":[0.9977388,0.0004152517,0.0005575556,0.0005050091,0.0003170535,0.0004662632],"domain_scores_gemma":[0.9989375,0.0001050612,0.0002742412,0.0001774623,0.0001340631,0.0003716859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003640169,0.004896202,0.5456216,0.00008042827,0.0006825145,0.0004211735,0.3823757,8.433975e-7,0.0009614022,0.003120764,0.0333593,0.02483989],"study_design_scores_gemma":[0.003450373,0.005165233,0.9726289,0.00003349292,0.00006719905,0.0001217245,0.013425,7.711047e-7,0.000009995245,0.001485429,0.003410894,0.0002010172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842629,0.001039222,0.00007539822,0.009013843,0.0008644035,0.0007074665,0.00006856268,0.0000125435,0.003955591],"genre_scores_gemma":[0.993792,0.00007141377,0.0001219724,0.004375573,0.0009655322,0.00002539031,0.000001392745,0.00001683576,0.0006299022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4270073,"threshold_uncertainty_score":0.9825861,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2407632469","doi":"10.1056/nejmcp1315618","title":"Complicated Grief","year":2015,"lang":"en","type":"review","venue":"New England Journal of Medicine","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":508,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Columbia College","funders":"","keywords":"Grief; Psychotherapist; Disenfranchised grief; Psychology; Traumatic grief; Complicated grief","authors":[{"name":"M. Katherine Shear","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1594541502119243,"gpt":0.4542207601918458,"spread":0.2947666099799214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002034942,0.0003792257,0.002509549,0.000347654,0.00004477928,0.000007651623,0.0004517302,0.0002521115,0.00150823],"category_scores_gemma":[0.00008008587,0.000218211,0.0002302157,0.000285266,0.0001134129,0.00003978821,0.00003525905,0.001017032,0.0002230713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001938518,"about_ca_system_score_gemma":0.000599762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002681238,"about_ca_topic_score_gemma":0.00002238679,"domain_scores_codex":[0.9968382,0.0004737502,0.001509857,0.000232956,0.0005651301,0.0003801101],"domain_scores_gemma":[0.9966854,0.0002676661,0.001568593,0.0003721578,0.0002039166,0.000902309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007155197,0.00007331726,0.000007253482,0.001590925,0.0002194223,0.0001985933,0.0005454127,2.406061e-8,1.360475e-7,0.0005458122,0.2491575,0.7475901],"study_design_scores_gemma":[0.01795002,0.001718602,0.00002222923,0.01271667,0.00103717,0.004662959,0.0001467565,5.913295e-8,5.79868e-8,0.0005547797,0.961028,0.0001626885],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000131373,0.9668845,0.00006775859,0.0008545279,0.004969382,0.0003690475,0.00001805269,0.00001646632,0.02680716],"genre_scores_gemma":[0.00003846599,0.9825885,0.00007137581,0.0005200382,0.01128696,0.000004875303,0.00008284365,0.00004934419,0.005357632],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7474274,"threshold_uncertainty_score":0.9994045,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2137644488","doi":"10.1080/07481180050121471","title":"SEARCHING FOR MEANING IN LOSS: ARE CLINICAL ASSUMPTIONS CORRECT?","year":2000,"lang":"en","type":"article","venue":"Death Studies","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":378,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Meaning (existential); Coping (psychology); Spouse; Psychology; Aside; Social psychology; Developmental psychology; Psychotherapist; Law; Philosophy; Linguistics; Political science","authors":[{"name":"Christopher G. Davis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.259547544840729,"gpt":0.520024498830784,"spread":0.260476953990055,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006970747,0.0001199604,0.0003086771,0.00006407076,0.0002369674,0.00001012001,0.00009103565,0.00005975536,0.000212812],"category_scores_gemma":[0.00007640925,0.0001064928,0.00008480599,0.00008518645,0.00007120724,0.00004132387,0.00003335718,0.000207376,0.0002129937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007840454,"about_ca_system_score_gemma":0.00001729554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002246532,"about_ca_topic_score_gemma":0.001026464,"domain_scores_codex":[0.9986354,0.000150722,0.0003923252,0.0003119516,0.0001013168,0.000408318],"domain_scores_gemma":[0.9991195,0.0005272744,0.00006971877,0.0001738436,0.00003626648,0.00007343427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002535802,0.0006103973,0.8632472,0.0001579613,0.0002764442,0.00004743255,0.01924834,0.00001243869,0.000002469636,0.01151171,0.01167299,0.09295911],"study_design_scores_gemma":[0.003192743,0.0005486627,0.9043984,0.0004045274,0.00005905236,0.00001361439,0.02186147,0.00004215144,0.000008600518,0.004557735,0.06463191,0.000281174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687311,0.001724773,0.00005192132,0.0005998384,0.001139915,0.0005481959,0.00003114159,0.00006034259,0.02711275],"genre_scores_gemma":[0.9908484,0.00128907,0.00041698,0.0009104615,0.0002996382,0.0002106292,0.00001302836,0.0000174143,0.005994366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09267793,"threshold_uncertainty_score":0.434265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3041145343","doi":"10.1073/pnas.2007476117","title":"Tracking the reach of COVID-19 kin loss with a bereavement multiplier applied to the United States","year":2020,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":371,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Canadian Institutes of Health Research; Social Sciences and Humanities Research Council of Canada; National Institute on Aging; National Institutes of Health; Government of Canada","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Tracking (education); Multiplier (economics); Psychology; Virology; Medicine; Economics; Keynesian economics; Infectious disease (medical specialty); Pedagogy","authors":[{"name":"Ashton M. Verdery","is_ca":false},{"name":"Emily Smith‐Greenaway","is_ca":false},{"name":"Rachel Margolis","is_ca":true},{"name":"Jonathan Daw","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1020722104351531,"gpt":0.3797344542808349,"spread":0.2776622438456818,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001733498,0.0001166563,0.0001627257,0.000103421,0.0003304594,0.00001936495,0.001026545,0.00004863769,0.00003812924],"category_scores_gemma":[0.0001609648,0.00005312877,0.00004426066,0.001241958,0.0008362425,0.00008454364,0.0001442888,0.0001994037,0.000003354412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005440252,"about_ca_system_score_gemma":0.00006049014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002102618,"about_ca_topic_score_gemma":0.000002767727,"domain_scores_codex":[0.9979865,0.000020011,0.0003821655,0.000287875,0.001098588,0.0002248434],"domain_scores_gemma":[0.9989385,0.0002610173,0.0005005777,0.00002043752,0.0001704567,0.0001090117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001369358,0.0007178551,0.05188309,0.001044128,0.000317829,9.505717e-8,0.1617427,0.004111858,0.07903308,0.6723405,0.02506693,0.002372632],"study_design_scores_gemma":[0.006046546,0.002237799,0.3541152,0.000613906,0.0002565774,0.00004128899,0.1871407,0.002440332,0.3151323,0.06153927,0.06955493,0.0008811019],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9205456,0.00004333773,0.00001993195,0.07413023,0.0000227648,0.0008778414,0.00005309951,0.00001340723,0.00429376],"genre_scores_gemma":[0.9865245,0.00001596506,0.0003369537,0.01290308,0.0000658084,0.00006021492,0.000001294851,0.000006053556,0.00008609954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6108012,"threshold_uncertainty_score":0.308117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987459273","doi":"10.1037/0002-9432.73.3.279","title":"Factors contributing to posttraumatic growth: A proposed structural equation model.","year":2003,"lang":"en","type":"article","venue":"American Journal of Orthopsychiatry","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":314,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Social Innovation; Wilfrid Laurier University; University of British Columbia","funders":"","keywords":"Posttraumatic growth; Structural equation modeling; Stressor; Psychology; Clinical psychology; Social support; Spirituality; Posttraumatic stress; Sample (material); Developmental psychology; Social psychology; Medicine","authors":[{"name":"Susan Cadell","is_ca":true},{"name":"Cheryl Regehr","is_ca":true},{"name":"David Hemsworth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0398230960756778,"gpt":0.3377951294390281,"spread":0.2979720333633503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007164874,0.0002419407,0.0004841758,0.0002258504,0.000206068,0.00003053056,0.0002013327,0.00005222275,0.0001651152],"category_scores_gemma":[0.000115344,0.0001892675,0.0001927439,0.0004318335,0.00009054306,0.0001459849,0.00001778599,0.0003335407,0.00002135503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001433684,"about_ca_system_score_gemma":0.0002525257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001425921,"about_ca_topic_score_gemma":0.00003063293,"domain_scores_codex":[0.9975421,0.0003079345,0.0008683534,0.0002338968,0.0003889297,0.0006587268],"domain_scores_gemma":[0.9980296,0.00009402126,0.0009986906,0.0002215113,0.0002272439,0.0004288711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005027167,0.0003830617,0.9371213,0.00007524039,0.0003244616,0.00001707307,0.01072305,0.0002769755,0.0005195033,0.0393691,0.0007095726,0.009977914],"study_design_scores_gemma":[0.008956697,0.01436835,0.8678749,0.0005934476,0.0005241794,0.0008250807,0.0848844,0.0008458727,0.00122974,0.01768351,0.0005008926,0.001712909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842868,0.0001011093,0.01078656,0.0006476145,0.001789296,0.0003463694,0.00001906576,0.00002203149,0.002001108],"genre_scores_gemma":[0.9906325,0.000004718266,0.007720845,0.001366648,0.0001364243,0.000003706865,0.0000068132,0.00003280042,0.00009554464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07416134,"threshold_uncertainty_score":0.7718104,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2121305922","doi":"10.1503/cmaj.070150","title":"Maternal age and risk of stillbirth: a systematic review","year":2008,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":298,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Calgary; University of Ottawa; Lawson Health Research Institute; Public Health Agency of Canada","funders":"","keywords":"Medicine; Relative risk; Cohort study; MEDLINE; Meta-analysis; Retrospective cohort study; Cohort; Childbirth; Systematic review; Risk assessment; Obstetrics; Study heterogeneity; Pregnancy; Demography; Internal medicine; Confidence interval","authors":[{"name":"Ling Huang","is_ca":true},{"name":"Reginald S. Sauve","is_ca":true},{"name":"Nicholas Birkett","is_ca":true},{"name":"Dean Fergusson","is_ca":true},{"name":"Carl van Walraven","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02864267775544778,"gpt":0.3452494047569134,"spread":0.3166067270014656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002742291,0.0003009897,0.002474342,0.0002711458,0.0001937125,0.00002980587,0.0003441294,0.0006524869,0.002598343],"category_scores_gemma":[0.001200649,0.0002255716,0.0004121549,0.0002209282,0.00006037061,0.00004092983,0.00002169517,0.001480403,0.0002727465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147702,"about_ca_system_score_gemma":0.002507523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009041436,"about_ca_topic_score_gemma":0.01249848,"domain_scores_codex":[0.9944258,0.001741082,0.001863196,0.0002401932,0.001153484,0.0005762403],"domain_scores_gemma":[0.9947481,0.0003945466,0.00252919,0.0002270026,0.0001558362,0.001945358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001466894,0.00004224131,0.0008251079,0.7243648,0.001497974,0.001810575,0.0003144809,2.77875e-9,1.514154e-9,0.0002088099,0.08221037,0.1887242],"study_design_scores_gemma":[0.0002574459,0.0000488006,0.0002671768,0.3709738,0.001200365,0.002891297,0.00005193714,1.436711e-7,3.325322e-9,0.00001438828,0.6241451,0.0001495343],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005697084,0.9953242,0.000003488019,0.000194879,0.001223993,0.0009429007,0.0002685137,0.000008433533,0.001976606],"genre_scores_gemma":[0.00001383607,0.996148,0.00001489378,0.001616274,0.0005363529,0.0000599774,0.00003030336,0.00003491804,0.001545382],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5419347,"threshold_uncertainty_score":0.9983134,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2891287863","doi":"10.1093/humupd/dmy025","title":"The psychological impact of early pregnancy loss","year":2018,"lang":"en","type":"review","venue":"Human Reproduction Update","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":264,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Institute for Health and Care Research; Imperial College Healthcare NHS Trust; Imperial College London; Imperial College Healthcare Charity","keywords":"Pregnancy; Early Pregnancy Loss; Miscarriage; Obstetrics; Psychology; Medicine; Clinical psychology; Abortion; Biology","authors":[{"name":"J. Farren","is_ca":false},{"name":"N. Mitchell‐Jones","is_ca":false},{"name":"Jan Y. Verbakel","is_ca":false},{"name":"D. Timmerman","is_ca":false},{"name":"Maria Jalmbrant","is_ca":false},{"name":"T. Bourne","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1473655591910683,"gpt":0.4805826314530217,"spread":0.3332170722619534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000961494,0.0004647452,0.001053435,0.0001433559,0.0004004583,0.0000447824,0.0006008045,0.0003493151,0.002180855],"category_scores_gemma":[0.00002876085,0.0002704932,0.0007677704,0.0003328241,0.0005180679,0.00005923603,0.0001065833,0.0005472788,0.002488334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001649495,"about_ca_system_score_gemma":0.00006933545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001530035,"about_ca_topic_score_gemma":0.00001256852,"domain_scores_codex":[0.9960195,0.0006358075,0.001157909,0.001328066,0.0002678322,0.0005908944],"domain_scores_gemma":[0.9958148,0.00004201791,0.001203857,0.002670293,0.0001302336,0.0001388056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006464646,0.0005626617,0.0001315303,0.002603749,0.0005267665,0.00001443299,0.0003288838,1.698062e-8,9.116621e-7,0.006695676,0.04234869,0.946722],"study_design_scores_gemma":[0.0003037058,0.00126909,0.001851006,0.003321526,0.0002708096,0.000189528,0.00001804249,9.4036e-9,0.000001760655,0.0008987027,0.9915818,0.0002940017],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005397735,0.980152,0.000002337324,0.00003207382,0.003262855,0.001491499,0.00006462545,0.00009370135,0.009503138],"genre_scores_gemma":[0.001378623,0.9802824,0.00001418184,0.00001458079,0.001453794,0.0001876643,0.0001723887,0.00007029137,0.01642611],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9492331,"threshold_uncertainty_score":0.9999747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2323864297","doi":"10.2190/om.63.2.e","title":"Perinatal Loss and Parental Grief: The Challenge of Ambiguity and Disenfranchised Grief","year":2011,"lang":"en","type":"article","venue":"OMEGA - Journal of Death and Dying","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":245,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Université de Montréal; Victorian Order of Nurses","funders":"Canadian Institutes of Health Research; McGill University Health Centre","keywords":"Grief; Disenfranchised grief; Ambiguity; Distress; Psychology; Traumatic grief; Developmental psychology; Psychotherapist","authors":[{"name":"Ariella Lang","is_ca":true},{"name":"Andrea R. Fleiszer","is_ca":false},{"name":"Fabie Duhamel","is_ca":true},{"name":"Wendy Sword","is_ca":true},{"name":"Kathleen Gilbert","is_ca":false},{"name":"Serena Corsini‐Munt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05144585962945593,"gpt":0.3154779974064469,"spread":0.264032137776991,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004044035,0.0001385559,0.0002731531,0.00006821576,0.0001873498,0.0000193068,0.0000985669,0.00006196444,0.00006791035],"category_scores_gemma":[0.00001143259,0.0000917409,0.00005120162,0.0000461999,0.0001833483,0.0001436074,0.00006542669,0.0002384205,9.776531e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001635455,"about_ca_system_score_gemma":0.00002369683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000173026,"about_ca_topic_score_gemma":0.00002902194,"domain_scores_codex":[0.9989854,0.00008154404,0.0003714045,0.0001592047,0.0001562831,0.0002461343],"domain_scores_gemma":[0.9992632,0.00005698681,0.0002874383,0.0001292464,0.00003962111,0.0002235072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001710234,0.0006931108,0.8688475,0.0006276739,0.0003048086,0.0002545715,0.05212997,1.274701e-7,0.0005570592,0.02329708,0.0002191853,0.05135867],"study_design_scores_gemma":[0.003931067,0.001570066,0.9811483,0.0002095403,0.00009780218,0.0009868606,0.00609738,0.000006586561,0.0002375702,0.004255782,0.00127076,0.000188264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836728,0.006364106,0.00003557923,0.0001694152,0.000375118,0.0001238713,0.00001682844,0.000004625247,0.009237632],"genre_scores_gemma":[0.9980767,0.001492632,0.000102019,0.0001087032,0.0001142659,0.000002867392,0.000001267032,0.0000110848,0.00009047565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1123008,"threshold_uncertainty_score":0.3741085,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047757997","doi":"10.1007/s13524-012-0096-x","title":"Widowhood and Mortality: A Meta-Analysis and Meta-Regression","year":2012,"lang":"en","type":"review","venue":"Demography","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":214,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Demography; Confidence interval; Meta-analysis; Hazard ratio; Covariate; Medicine; Regression analysis; Meta-regression; Proportional hazards model; Gerontology; Statistics; Internal medicine","authors":[{"name":"Eran Shor","is_ca":true},{"name":"David J. Roelfs","is_ca":false},{"name":"Misty Curreli","is_ca":false},{"name":"Lynn Clemow","is_ca":false},{"name":"Matthew M. Burg","is_ca":false},{"name":"Joseph E. Schwartz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2519875027304317,"gpt":0.449603195628302,"spread":0.1976156928978703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009797389,0.0008296469,0.006306253,0.001112464,0.0001772488,0.00005477856,0.0002148123,0.0004618748,0.001775415],"category_scores_gemma":[0.000003991766,0.0004653129,0.005283414,0.001405529,0.0001780605,0.0000960735,0.0001328279,0.0004311039,0.00004679585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001397815,"about_ca_system_score_gemma":0.00002340363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004417968,"about_ca_topic_score_gemma":0.0002187762,"domain_scores_codex":[0.9963932,0.0008391532,0.0008664728,0.0009402616,0.0003374553,0.0006234592],"domain_scores_gemma":[0.9976456,0.0001939155,0.0006988073,0.0009397145,0.00003177409,0.0004901921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000003438798,0.0002206312,0.001099709,0.005274349,0.8024492,0.0000124544,0.0001909839,2.953887e-9,2.956694e-8,0.0011951,0.0005430271,0.1890111],"study_design_scores_gemma":[0.00008628052,0.00003335224,0.0005803759,0.00002783942,0.557994,0.00001665663,0.00004004458,3.483283e-8,7.606077e-8,0.0001001476,0.4408861,0.0002351205],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005694491,0.9951638,0.00005367714,0.00004132894,0.0002614272,0.001222475,0.0005063351,0.00005530278,0.002638735],"genre_scores_gemma":[0.0005033729,0.9965734,0.0002532576,0.000335533,0.0001016497,0.00100913,0.000318457,0.00005956593,0.0008455841],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4403431,"threshold_uncertainty_score":0.9997799,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2144063408","doi":"10.1177/002214650404500405","title":"When Caregiving Ends: The Course of Depressive Symptoms After Bereavement","year":2004,"lang":"en","type":"article","venue":"Journal of Health and Social Behavior","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":211,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"National Institute of Mental Health","keywords":"Socioemotional selectivity theory; Psychology; Depressive symptoms; Stressor; Clinical psychology; Grief; Intervention (counseling); Traumatic grief; Disease; Depression (economics); Developmental psychology; Cognition; Psychiatry; Medicine","authors":[{"name":"Carol S. Aneshensel","is_ca":false},{"name":"Amanda Botticello","is_ca":true},{"name":"Noriko Yamamoto‐Mitani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02748149487487283,"gpt":0.3659936982887806,"spread":0.3385122034139078,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006106923,0.000136626,0.0003782677,0.00006130094,0.0002919401,0.00001619178,0.0001388195,0.00009039724,0.00009610007],"category_scores_gemma":[0.000004943683,0.00009309782,0.0001323305,0.00005079853,0.0001373012,0.00007487647,0.00003301838,0.0003045094,0.000002555301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001874856,"about_ca_system_score_gemma":0.0004460165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008265198,"about_ca_topic_score_gemma":0.0001826393,"domain_scores_codex":[0.9982718,0.0001934982,0.0007231811,0.000130841,0.0002957034,0.0003850246],"domain_scores_gemma":[0.9986724,0.0000446789,0.0008206528,0.0001245125,0.0001163727,0.0002214247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006074187,0.002509052,0.5126767,0.0004923597,0.0002888712,0.0001604227,0.3050992,9.785564e-7,0.0001656501,0.004489297,0.003717566,0.1697925],"study_design_scores_gemma":[0.005841969,0.003216119,0.9227242,0.000414732,0.0002986121,0.0002225634,0.06115984,1.162772e-7,0.0001980168,0.001030374,0.004651431,0.0002420272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905462,0.004446339,0.00004313716,0.003536935,0.0008593113,0.0003681306,0.00003843713,0.000005163992,0.0001563529],"genre_scores_gemma":[0.9975199,0.000174426,0.00005335705,0.00178272,0.0003035479,0.00003852673,0.000003912244,0.00001493907,0.0001086439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4100476,"threshold_uncertainty_score":0.3796419,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052851533","doi":"10.1089/jpm.2005.8.s-103","title":"Interventions to Enhance the Spiritual Aspects of Dying","year":2005,"lang":"en","type":"review","venue":"Journal of Palliative Medicine","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":199,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Spirituality; Psychological intervention; Palliative care; Spiritual care; Compassion; Medicine; Coping (psychology); Dignity; Context (archaeology); Health care; Faith; Personhood; Psychotherapist; Psychology; Nursing; Alternative medicine; Epistemology","authors":[{"name":"Harvey Max Chochinov","is_ca":true},{"name":"Beverley Cann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1744824964314027,"gpt":0.526873329401722,"spread":0.3523908329703194,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001576908,0.000297537,0.001750056,0.0003503688,0.00007279839,0.000005267081,0.0005220921,0.0001195874,0.001548558],"category_scores_gemma":[0.0002286147,0.0001560783,0.0005716037,0.0004044843,0.0001699603,0.00004025174,0.00005979175,0.0008202051,0.00009693144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003064712,"about_ca_system_score_gemma":0.0001956607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005924953,"about_ca_topic_score_gemma":0.0001180026,"domain_scores_codex":[0.9965631,0.0004460953,0.001986425,0.0002075157,0.000496888,0.000299959],"domain_scores_gemma":[0.9959296,0.0005261111,0.002764221,0.0003118748,0.000247893,0.0002203128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004394789,0.0003713349,0.00002328318,0.01270989,0.0005362123,0.00005595403,0.006078665,3.955677e-7,0.000003926938,0.004450553,0.01364262,0.9620832],"study_design_scores_gemma":[0.0007060982,0.002235411,0.0003965324,0.1008634,0.001128545,0.00006260481,0.002159266,6.221219e-8,0.000005197452,0.0001953092,0.8921075,0.0001400835],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000861353,0.9849422,0.001179237,0.001724328,0.002214848,0.0006742171,0.00002243157,0.000004633493,0.009151947],"genre_scores_gemma":[0.001274413,0.9938092,0.0001762167,0.0004689969,0.002208279,0.00002464163,0.000008633076,0.00003002419,0.001999655],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9619431,"threshold_uncertainty_score":0.9993641,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2233774516","doi":"10.1017/s1478951515001285","title":"The “good death”: An integrative literature review","year":2016,"lang":"en","type":"review","venue":"Palliative & Supportive Care","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":177,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Good death; Denial; CINAHL; Politics; Thanatology; Palliative care; Psychology; Social psychology; Sociology; Medicine; Psychoanalysis; Social science; Political science; Law; Psychiatry; Psychological intervention; Nursing","authors":[{"name":"Laura Cottrell","is_ca":true},{"name":"Wendy Duggleby","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06704448623760226,"gpt":0.4529870307013272,"spread":0.3859425444637249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0007008212,0.001312982,0.002643984,0.0001501871,0.0005617395,0.0001128175,0.00108357,0.0005887056,0.001260095],"category_scores_gemma":[0.0001937035,0.0006310184,0.001168791,0.0005891134,0.0002825543,0.0002018772,0.0001904021,0.001399481,0.001459982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009835949,"about_ca_system_score_gemma":0.0006968345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003413474,"about_ca_topic_score_gemma":0.0001880742,"domain_scores_codex":[0.9928674,0.00244559,0.001509315,0.001469011,0.0005327982,0.001175941],"domain_scores_gemma":[0.994589,0.0008260041,0.001693219,0.001445734,0.0009280134,0.0005179823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000278537,0.0001219987,0.0001061562,0.05640428,0.0006630871,0.00016182,0.009920753,4.19428e-10,5.60346e-8,0.02000855,0.01756667,0.8950188],"study_design_scores_gemma":[0.0002697675,0.0005541195,0.0001004692,0.2413864,0.0006579519,0.00002130959,0.004336398,7.711043e-9,9.781912e-7,0.0002312237,0.7518852,0.0005561896],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001038262,0.9484042,0.00003734757,0.0001644709,0.001801294,0.004425683,0.003807137,0.00009614124,0.04126269],"genre_scores_gemma":[0.00001343095,0.9782705,0.00003841889,0.001164112,0.0006426888,0.002626909,0.00346716,0.000155776,0.01362098],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8944626,"threshold_uncertainty_score":0.9999622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050850886","doi":"10.1177/0002764201044005003","title":"Loss and Meaning","year":2001,"lang":"en","type":"article","venue":"American Behavioral Scientist","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":175,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Meaning (existential); Psychology; Social psychology; Personality; Developmental psychology; Psychotherapist","authors":[{"name":"Christopher G. Davis","is_ca":true},{"name":"Susan Nolen–Hoeksema","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0439933319160842,"gpt":0.3917345374684437,"spread":0.3477412055523595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001707063,0.0001210089,0.0001603389,0.00007702885,0.0002362158,0.0000493695,0.0001362902,0.00002376823,0.0008285056],"category_scores_gemma":[0.000001860944,0.000114954,0.00003418903,0.0003993614,0.0006573992,0.00008481833,0.00006516393,0.0001005899,0.0002591441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006329306,"about_ca_system_score_gemma":0.00001648085,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009971109,"about_ca_topic_score_gemma":0.001190424,"domain_scores_codex":[0.9987103,0.00005226043,0.0001709782,0.0003916738,0.0001948225,0.0004799398],"domain_scores_gemma":[0.9993597,0.00001205916,0.0001033422,0.0002425635,0.00002224885,0.0002600482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003824019,0.0004236755,0.7950075,0.000005076678,0.000007248619,0.0002300431,0.001910132,7.86433e-8,0.0007958605,0.007490787,0.004765454,0.1893259],"study_design_scores_gemma":[0.0009639711,0.0008776891,0.9102148,0.00002535246,0.00005159617,0.0003827918,0.005220658,0.000003220666,0.0001065787,0.0002593678,0.08152401,0.0003699217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691551,0.00005189561,0.0000576705,0.0002290466,0.0007736355,0.0001525378,0.00001571951,0.00006218203,0.02950224],"genre_scores_gemma":[0.992419,0.00002428436,0.0003423691,0.0004884984,0.0000689461,0.00002068587,0.00001554913,0.00001466419,0.006606015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1889559,"threshold_uncertainty_score":0.9966215,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2013493426","doi":"10.1186/1471-2393-9-24","title":"An evaluation of classification systems for stillbirth","year":2009,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":174,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Medicine; Reproductive medicine; Audit; Family medicine; Pregnancy","authors":[{"name":"Vicki Flenady","is_ca":false},{"name":"J. Frederik Frøen","is_ca":false},{"name":"Halit Pınar","is_ca":false},{"name":"Rozbeh Torabi","is_ca":false},{"name":"Eli Saastad","is_ca":false},{"name":"Grace Guyon","is_ca":false},{"name":"Laurie Russell","is_ca":true},{"name":"Adrian Charles","is_ca":false},{"name":"Catherine Harrison","is_ca":false},{"name":"Lawrence Chauke","is_ca":false},{"name":"Robert Pattinson","is_ca":false},{"name":"Rachel Cherian Koshy","is_ca":false},{"name":"Safiah Bahrin","is_ca":false},{"name":"Glenn Gardener","is_ca":false},{"name":"Katie Day","is_ca":false},{"name":"Karin Petersson","is_ca":false},{"name":"Adrienne Gordon","is_ca":false},{"name":"Kristen Gilshenan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08843065712709512,"gpt":0.381395729993889,"spread":0.2929650728667939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004834017,0.0001136103,0.0001687266,0.00005987694,0.00009693224,0.00001439547,0.00008735012,0.00008106224,0.00003150467],"category_scores_gemma":[0.00001197599,0.0001017787,0.00003293561,0.00006244179,0.00002998405,0.0001050022,0.000003930605,0.00004966337,0.000006112064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003041967,"about_ca_system_score_gemma":0.000064265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003988993,"about_ca_topic_score_gemma":0.00002980796,"domain_scores_codex":[0.998812,0.000177893,0.0003002119,0.0002952714,0.0002081309,0.0002064973],"domain_scores_gemma":[0.9992485,0.00003303137,0.000199262,0.0003228989,0.0001084541,0.00008786584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0007407306,0.003475534,0.09602643,0.001432452,0.0001005425,6.578068e-7,0.009504168,0.0001791902,0.001448736,0.4762218,0.0009990241,0.4098707],"study_design_scores_gemma":[0.003769555,0.001412753,0.9846365,0.0006502262,0.00008685479,0.000008412766,0.00198061,0.003539784,0.0001953864,0.003049198,0.0004788842,0.0001918587],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669446,0.01420462,0.005329916,0.00004987479,0.0006744385,0.002662532,0.0001107003,0.00007021751,0.009953055],"genre_scores_gemma":[0.9989118,0.0002248113,0.0002148984,0.00006362961,0.00009591624,0.0001756681,0.0001059612,0.00001030287,0.0001970396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8886101,"threshold_uncertainty_score":0.4150414,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167220986","doi":"10.1001/jamapsychiatry.2013.275","title":"Parents Bereaved by Offspring Suicide","year":2012,"lang":"en","type":"article","venue":"JAMA Psychiatry","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":167,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec en Outaouais; Manitoba Health; University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Offspring; Depression (economics); Population; Context (archaeology); Medicine; Poison control; Psychiatry; Psychology; Suicide prevention; Anxiety; Clinical psychology; Demography; Medical emergency; Pregnancy","authors":[{"name":"James M. Bolton","is_ca":true},{"name":"Wendy Au","is_ca":true},{"name":"William D. Leslie","is_ca":true},{"name":"Patricia J. Martens","is_ca":true},{"name":"Murray W. Enns","is_ca":true},{"name":"Leslíe L. Roos","is_ca":true},{"name":"Laurence Y. Katz","is_ca":true},{"name":"Holly C. Wilcox","is_ca":false},{"name":"Annette Erlangsen","is_ca":false},{"name":"Dan Chateau","is_ca":true},{"name":"Randy Walld","is_ca":true},{"name":"Rae Spiwak","is_ca":true},{"name":"Monique Séguin","is_ca":true},{"name":"Katherine Shear","is_ca":false},{"name":"Jitender Sareen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02729045760301593,"gpt":0.3363413734653359,"spread":0.30905091586232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003813312,0.0002461419,0.000240287,0.00007874132,0.0001715697,0.00003216845,0.0002574649,0.0002069397,0.001489131],"category_scores_gemma":[0.000008598486,0.0002380016,0.0001107405,0.0001575029,0.00004594471,0.0002257209,0.00006218525,0.0003291082,0.002134208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008523794,"about_ca_system_score_gemma":0.00004119851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001056266,"about_ca_topic_score_gemma":0.0001191,"domain_scores_codex":[0.9978529,0.0001239705,0.0004189457,0.000358329,0.0002540399,0.0009918568],"domain_scores_gemma":[0.9987453,0.00003846533,0.0001743179,0.0005600742,0.00002178593,0.0004600644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001051886,0.0009035112,0.7538238,0.00007139995,0.0000756489,0.000001029887,0.001074141,6.144967e-8,0.0002185029,0.01091557,0.2246923,0.008118918],"study_design_scores_gemma":[0.004383835,0.0002186284,0.8278133,0.0001426701,0.0000725791,0.00003669291,0.004799386,0.000002358092,0.0005159732,0.001009963,0.1604516,0.0005530509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8836097,0.003653459,0.00009741088,0.001568278,0.01091967,0.0003384471,0.00006619712,0.0001397807,0.09960712],"genre_scores_gemma":[0.986807,0.00004781824,0.0006289912,0.005229029,0.001398497,0.00006962675,0.0001026933,0.0000538484,0.00566253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1031973,"threshold_uncertainty_score":0.9994236,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3011377517","doi":"10.1080/07481187.2020.1739780","title":"Grief literacy: A call to action for compassionate communities","year":2020,"lang":"en","type":"article","venue":"Death Studies","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":165,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; University of Waterloo; Public Health Ontario; University of Toronto","funders":"","keywords":"Grief; Literacy; Operationalization; Disenfranchised grief; Action (physics); Lifeworld; Psychology; Call to action; Compassion; Sociology; Psychotherapist; Pedagogy; Social science; Political science; Epistemology","authors":[{"name":"Lauren J. Breen","is_ca":false},{"name":"Daisuke Kawashima","is_ca":false},{"name":"Karima Joy","is_ca":true},{"name":"Susan Cadell","is_ca":true},{"name":"David M. Roth","is_ca":false},{"name":"Amy Yin Man Chow","is_ca":false},{"name":"Mary Ellen Macdonald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2515744007178295,"gpt":0.4714298423977308,"spread":0.2198554416799012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001093999,0.0001385295,0.0002574613,0.00004144316,0.0003228218,0.00001648087,0.0001132209,0.00003495664,0.00005998315],"category_scores_gemma":[0.00001990773,0.0001156803,0.0000567935,0.00008339869,0.00003518441,0.0000567221,0.0001017767,0.0001052864,0.0001379595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000617949,"about_ca_system_score_gemma":0.00001185682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003651724,"about_ca_topic_score_gemma":0.0002001442,"domain_scores_codex":[0.9991621,0.00007434279,0.0002144381,0.000173069,0.00009777013,0.0002782975],"domain_scores_gemma":[0.9993468,0.0001958073,0.00005970777,0.0001602177,0.0001021616,0.0001353386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001273897,0.0004859733,0.02583843,0.001052385,0.0007792286,0.00001540385,0.3783129,0.000009108221,0.0002418487,0.03848496,0.5224694,0.03103648],"study_design_scores_gemma":[0.002309585,0.001792544,0.06440588,0.0001906508,0.0000837431,0.000005959026,0.07845175,0.00006570868,0.0002984581,0.00157166,0.8504641,0.0003599792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565832,0.002928207,0.001552654,0.0227138,0.0025237,0.00158064,0.0002882035,0.0002510828,0.01157854],"genre_scores_gemma":[0.9834188,0.0001708305,0.000645906,0.01293548,0.0002627736,0.0004307089,0.00005095244,0.00001723034,0.002067389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3279947,"threshold_uncertainty_score":0.4717304,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084368581","doi":"10.1080/07481187.2011.553312","title":"Bereavement Experiences of Mothers and Fathers Over Time After the Death of a Child Due to Cancer","year":2011,"lang":"en","type":"article","venue":"Death Studies","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":161,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Grief; Psychology; Coping (psychology); Developmental psychology; Disenfranchised grief; Clinical psychology; Psychotherapist","authors":[{"name":"Rifat Alam","is_ca":true},{"name":"Maru Barrera","is_ca":false},{"name":"Norma Mammone D’Agostino","is_ca":false},{"name":"David Nicholas","is_ca":true},{"name":"Gerald Schneiderman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05356966462423662,"gpt":0.3562440326158903,"spread":0.3026743679916537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001543233,0.0001441809,0.0002805443,0.00004725755,0.00008279661,0.000002716566,0.0001105728,0.00003077259,0.0006391715],"category_scores_gemma":[0.000005277352,0.00008831864,0.00004662799,0.00006384814,0.0001628939,0.00002939158,0.00008825747,0.00004706275,0.0000112626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003115129,"about_ca_system_score_gemma":0.00001037208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001946508,"about_ca_topic_score_gemma":0.0001278422,"domain_scores_codex":[0.9990986,0.00004989622,0.0002429869,0.0002248244,0.0001444245,0.0002392572],"domain_scores_gemma":[0.9995349,0.00003972008,0.0001100181,0.0002179184,0.00003839159,0.00005906996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004105757,0.0002715502,0.1460424,0.0001122253,0.0006766217,0.000009554778,0.8454502,3.371596e-7,0.00006665231,0.00343645,0.001492899,0.002030474],"study_design_scores_gemma":[0.0009342724,0.0008988706,0.8000422,0.0002857052,0.0001258165,0.000008415233,0.1924337,0.000001392492,0.002621896,0.0005571273,0.001856221,0.0002344281],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807677,0.005567669,0.000006033319,0.0001683101,0.0002455521,0.0004339271,0.00002992424,0.000009605071,0.01277123],"genre_scores_gemma":[0.9972321,0.0003031843,0.0000719729,0.0009631506,0.00003649599,0.0004956024,5.34736e-7,0.00001205693,0.0008848521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6539997,"threshold_uncertainty_score":0.6998479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2158317857","doi":"10.1521/ijgp.51.4.525.51307","title":"Patient Personality and Time-limited Group Psychotherapy for Complicated Grief","year":2001,"lang":"en","type":"article","venue":"International Journal of Group Psychotherapy","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":156,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Grief; Psychotherapist; Group psychotherapy; Psychology; Statistical significance; Personality; Supportive psychotherapy; Clinical significance; Clinical psychology; Complicated grief; Randomized controlled trial; Medicine; Internal medicine; Psychoanalysis","authors":[{"name":"William E. Piper","is_ca":true},{"name":"Mary McCallum","is_ca":true},{"name":"Anthony S. Joyce","is_ca":true},{"name":"John S. Rosie","is_ca":true},{"name":"John S. Ogrodniczuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03588529084532206,"gpt":0.3657962970070345,"spread":0.3299110061617124,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006282977,0.0002975633,0.0004010018,0.0003074619,0.0001249573,0.00008301139,0.0004595673,0.0001473836,0.001877582],"category_scores_gemma":[0.000004644433,0.0002594426,0.0002677357,0.0001716168,0.0001613147,0.0002124526,0.000006496017,0.0002707636,0.00003971677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001242434,"about_ca_system_score_gemma":0.00002898092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009566933,"about_ca_topic_score_gemma":0.0000415609,"domain_scores_codex":[0.9974766,0.0001729015,0.0009446008,0.0004093099,0.0005933586,0.0004032423],"domain_scores_gemma":[0.9980819,0.000192755,0.0008043714,0.0002607919,0.0003889589,0.0002712819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05037287,0.01273952,0.04747204,0.00008396727,0.005518016,0.000165005,0.01803669,0.000006894545,0.0501958,0.1503207,0.1496737,0.5154148],"study_design_scores_gemma":[0.02445929,0.00667425,0.115298,0.0002927282,0.00006361667,0.001622635,0.0008097686,0.00009116557,0.0001975985,0.05929346,0.7904986,0.0006988668],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418595,0.002793143,0.03403049,0.008810213,0.005048752,0.001008543,0.0001725784,0.00006432171,0.006212479],"genre_scores_gemma":[0.9466649,0.0112531,0.008080981,0.02728633,0.002948222,0.0001907415,0.0002086829,0.0001935387,0.003173489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6408249,"threshold_uncertainty_score":0.9999858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3021394314","doi":"10.1017/cbo9780511485022","title":"Modernism and Eugenics","year":2001,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":151,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Eugenics; Modernism (music); Theme (computing); Sociology; Poetry; Aesthetics; Irish; Nationalism; Literature; Philosophy; Art; Politics; Law; Political science; Linguistics","authors":[{"name":"Donald J. Childs","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03912866671783614,"gpt":0.2680356479188938,"spread":0.2289069812010577,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001065281,0.0003773795,0.0004173296,0.0001566713,0.0002315643,0.00002633973,0.0003477315,0.0005337664,0.00002482401],"category_scores_gemma":[0.000001752218,0.0004610359,0.0001311195,0.000009630028,0.0002370922,0.0000487236,0.0002937927,0.0005604353,0.00006318863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003588471,"about_ca_system_score_gemma":0.0001891607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005319873,"about_ca_topic_score_gemma":0.00001356251,"domain_scores_codex":[0.9983352,0.0001020177,0.0001952552,0.000663512,0.0002089902,0.00049503],"domain_scores_gemma":[0.9987372,0.00005398867,0.0002069918,0.0005960864,0.00006159812,0.000344163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001534805,0.0000469613,0.00001673424,0.0002120193,0.0002003487,0.0005123454,0.0004177807,1.432122e-7,0.000007912838,0.5766837,0.4189159,0.002832713],"study_design_scores_gemma":[0.001316015,0.0001256417,0.0001203517,0.0001162297,0.0002192769,0.00006953585,0.0002145856,0.00001035285,0.0000159019,0.00003236365,0.9973462,0.0004135658],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001092364,0.0005656129,0.0003134981,0.0000156523,0.0007374487,0.0006008222,0.0004020048,0.0001339479,0.9961386],"genre_scores_gemma":[0.0005799941,0.0004394836,0.00005147466,0.0002955433,0.0002303817,0.000002070536,0.0001658783,0.00005821126,0.998177],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5784303,"threshold_uncertainty_score":0.9997841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2029350591","doi":"10.1046/j.1365-2850.2002.00515.x","title":"Considering the care of the suicidal client and the case for ‘engagement and inspiring hope’ or ‘observations’","year":2002,"lang":"en","type":"review","venue":"Journal of Psychiatric and Mental Health Nursing","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":150,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Mental health; Context (archaeology); Psychology; Interpersonal communication; Health care; Value (mathematics); Nursing; Public relations; Social psychology; Medicine; Psychotherapist; Political science; Law; Computer science","authors":[{"name":"John R. Cutcliffe","is_ca":true},{"name":"Phil Barker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1438666856491545,"gpt":0.4333275540458443,"spread":0.2894608683966898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001710786,0.0003114376,0.001006366,0.0001546607,0.001407049,0.00004965356,0.0001845731,0.0001139858,0.00001084558],"category_scores_gemma":[0.00002352778,0.0001409612,0.0002561044,0.0002500673,0.0003628212,0.00007082125,0.00007352157,0.0006252428,2.54713e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002916261,"about_ca_system_score_gemma":0.0003121359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002416336,"about_ca_topic_score_gemma":0.0001710532,"domain_scores_codex":[0.9969396,0.000716552,0.001436658,0.00026443,0.0002339401,0.0004088125],"domain_scores_gemma":[0.9970012,0.0005464328,0.001924365,0.0002635631,0.00006688228,0.0001975667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002609392,0.0001805824,0.0002908109,0.01405022,0.0001679971,0.00001165274,0.01796331,4.395649e-7,6.858577e-8,0.002860022,0.003700691,0.9605132],"study_design_scores_gemma":[0.01211282,0.002785272,0.001022542,0.02421361,0.002342486,0.01908897,0.1152852,0.00003185012,6.349815e-7,0.0005079938,0.8220974,0.0005112629],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00788156,0.9817892,0.00004802501,0.004024461,0.003078576,0.002870842,0.00007904497,0.000004579941,0.0002237163],"genre_scores_gemma":[0.01340967,0.9842818,0.0007907387,0.0008892391,0.0004142894,0.00005051616,0.000005236002,0.00003702039,0.0001215191],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.960002,"threshold_uncertainty_score":0.999893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3033211721","doi":"10.1037/tra0000798","title":"Prolonged grief related to COVID-19 deaths: Do we have to fear a steep rise in traumatic and disenfranchised griefs?","year":2020,"lang":"en","type":"article","venue":"Psychological Trauma Theory Research Practice and Policy","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":148,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Grief; Context (archaeology); Anger; Distress; Disenfranchised grief; PsycINFO; Regret; Psychology; Somatization; Psychiatry; Traumatic grief; Coronavirus disease 2019 (COVID-19); Anxiety; Psychotherapist; Medicine; Clinical psychology; Disease; MEDLINE; History; Infectious disease (medical specialty); Political science","authors":[{"name":"Cyrille Kossigan Kokou‐Kpolou","is_ca":false},{"name":"Manuel Fernández‐Alcántara","is_ca":false},{"name":"Jude Mary Cénat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2293643364334465,"gpt":0.5368338250374082,"spread":0.3074694886039616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006954373,0.0004108575,0.0006167066,0.0006269483,0.0004741745,0.000196188,0.0005095652,0.0003857906,0.0009838267],"category_scores_gemma":[0.006938749,0.0003342944,0.00008698813,0.001613802,0.0005034069,0.000334726,0.0002553636,0.00175279,0.0006884733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001944845,"about_ca_system_score_gemma":0.0001222302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006839033,"about_ca_topic_score_gemma":0.00009181944,"domain_scores_codex":[0.9890959,0.006586432,0.0007802246,0.001411172,0.0006569514,0.001469327],"domain_scores_gemma":[0.9920145,0.00403751,0.0001514935,0.0006392733,0.0001060146,0.00305123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03918549,0.00501954,0.005223757,0.0009091002,0.0003014412,0.001025112,0.3014389,0.00001019928,0.0006998728,0.3294811,0.02632794,0.2903776],"study_design_scores_gemma":[0.02243578,0.02359075,0.1423404,0.000497955,0.0001320271,0.0007052806,0.1470273,0.00003810696,0.00006038963,0.2429453,0.4185531,0.001673642],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7386475,0.001828173,0.0001298915,0.1832684,0.0001208419,0.004046325,0.00008200618,0.0001323982,0.07174443],"genre_scores_gemma":[0.9659063,0.001236075,0.0004696019,0.0298863,0.0002488813,0.0007857754,0.00000967372,0.00005422414,0.001403126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3922251,"threshold_uncertainty_score":0.9999294,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2138945654","doi":"10.1093/geront/41.1.69","title":"The Unique Contribution of Key Existential Factors to the Prediction of Psychological Well-Being of Older Adults Following Spousal Loss","year":2001,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":147,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trinity Western University; Western University","funders":"","keywords":"Religiosity; Psychology; Existentialism; Spirituality; Multilevel model; Psychological well-being; Clinical psychology; Social support; Well-being; Meaning (existential); Purpose in life; Social psychology; Psychotherapist; Medicine","authors":[{"name":"P. S. Fry","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03255685819210873,"gpt":0.348982998240459,"spread":0.3164261400483503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001055528,0.0001716906,0.0003184353,0.00003594696,0.0002849574,0.00000941605,0.0004882555,0.000158229,0.0001043497],"category_scores_gemma":[0.00008855446,0.00008346485,0.0001931536,0.0001817935,0.0004106528,0.00004191517,0.0000729746,0.000220434,0.00001181006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006682312,"about_ca_system_score_gemma":0.00001823342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002357004,"about_ca_topic_score_gemma":0.001242008,"domain_scores_codex":[0.9978635,0.0005070134,0.0006524787,0.0002692277,0.0002828701,0.0004249426],"domain_scores_gemma":[0.9984683,0.0003581176,0.00040117,0.0006064731,0.00009854778,0.00006742792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01197838,0.003105947,0.7801615,0.0001782658,0.0008894351,0.00005111491,0.05965485,0.00006344561,0.004415824,0.1132714,0.009394129,0.01683572],"study_design_scores_gemma":[0.002564713,0.001457921,0.9778277,0.0001676486,0.000120187,0.00003824258,0.01098579,0.00002270405,0.003201093,0.0009304987,0.0025426,0.0001408904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869224,0.0002596351,0.001593383,0.0009269792,0.001608797,0.000961022,0.00003238201,0.0000329683,0.007662458],"genre_scores_gemma":[0.9991161,0.00008808736,0.0000202034,0.0001384027,0.0001051572,0.00004731201,0.00002976126,0.0000109885,0.0004440218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1976662,"threshold_uncertainty_score":0.35631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4242226519","doi":"10.1016/j.bpobgyn.2013.08.012","title":"Pregnancy loss","year":2013,"lang":"en","type":"review","venue":"Best Practice & Research Clinical Obstetrics & Gynaecology","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":141,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto","funders":"","keywords":"Miscarriage; Medicine; Grief; Pregnancy; Blame; Anxiety; Sadness; Intervention (counseling); Psychiatry; Obstetrics; Psychotherapist; Anger; Psychology","authors":[{"name":"Gail Erlick Robinson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4262506247280465,"gpt":0.6040708241859386,"spread":0.1778201994578921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.01425295,0.001134546,0.004589743,0.001725069,0.0007366357,0.000301863,0.00308505,0.004213509,0.02217604],"category_scores_gemma":[0.09985947,0.0009686759,0.001374047,0.003837475,0.001699368,0.000673847,0.001896917,0.01211466,0.08138005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00192468,"about_ca_system_score_gemma":0.004116963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007139518,"about_ca_topic_score_gemma":0.0000630829,"domain_scores_codex":[0.9638587,0.02211796,0.005064588,0.003030544,0.002094838,0.003833364],"domain_scores_gemma":[0.840333,0.1506055,0.002445473,0.003043269,0.001831343,0.00174141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003638541,0.008675816,0.0002604531,0.007202193,0.0008068198,0.002900187,0.0001429228,1.646418e-8,5.112117e-9,0.009890991,0.03046121,0.939623],"study_design_scores_gemma":[0.001787696,0.005802601,0.0002163111,0.001620079,0.0011047,0.0002770177,0.0008325455,5.734929e-7,3.062484e-8,0.0004552884,0.9871227,0.0007804463],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001132868,0.7909456,0.00001660157,0.0005094673,0.02005733,0.006059996,0.0001075725,0.0001158898,0.1821762],"genre_scores_gemma":[0.00003091154,0.9492059,0.0009125851,0.0006175029,0.001101139,0.003335509,0.0002822878,0.0002953743,0.04421876],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9566615,"threshold_uncertainty_score":0.9992764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047180608","doi":"10.1037/a0016991","title":"Grief as pathology: The evolution of grief theory in psychology from Freud to the present.","year":2010,"lang":"en","type":"article","venue":"History of Psychology","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":139,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Grief; Conceptualization; Psychoanalytic theory; Psychoanalysis; Psychology; Psychotherapist; Epistemology; Philosophy","authors":[{"name":"Leeat Granek","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02853521109275385,"gpt":0.350384079816734,"spread":0.3218488687239802,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002000359,0.0003068846,0.0005508805,0.0003431925,0.000101379,0.000002784887,0.001238697,0.000541686,0.005236846],"category_scores_gemma":[0.0001319087,0.0002187531,0.0001726261,0.0003248697,0.001492274,0.00005878618,0.0001295109,0.001056677,0.00065438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002583255,"about_ca_system_score_gemma":0.000192417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004391728,"about_ca_topic_score_gemma":0.004338602,"domain_scores_codex":[0.9957755,0.001494382,0.0009514613,0.0008436209,0.0002680034,0.0006669965],"domain_scores_gemma":[0.9965711,0.0005232354,0.0005360193,0.002112301,0.0001003977,0.0001569202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003064965,0.002866105,0.02811115,0.00005329259,0.0001998035,0.00008453606,0.04255591,0.000003362247,0.05737664,0.2498533,0.5863039,0.02952697],"study_design_scores_gemma":[0.002305916,0.001009068,0.4013928,0.00002467216,0.00005660657,0.0001125017,0.002218684,0.00000157161,0.0001000487,0.05735274,0.5351832,0.0002422009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.78505,0.005349861,0.0007255472,0.006966109,0.01987225,0.001073337,0.00009376959,0.00004885293,0.1808203],"genre_scores_gemma":[0.9846371,0.00008996221,0.0003004464,0.008877183,0.0005289731,0.0001856043,0.0000286935,0.00004814576,0.005303886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3732817,"threshold_uncertainty_score":0.9956725,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088210630","doi":"10.1046/j.1525-1446.2001.00054.x","title":"Promoting Positive Affect and Diminishing Loneliness of Widowed Seniors Through a Support Intervention","year":2001,"lang":"en","type":"article","venue":"Public Health Nursing","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":136,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen Elizabeth II Health Sciences Centre; University of Alberta","funders":"","keywords":"Loneliness; Social support; Affect (linguistics); Social isolation; Psychology; Coping (psychology); Gerontology; Intervention (counseling); Clinical psychology; Medicine; Social psychology; Psychiatry","authors":[{"name":"Moira Stewart","is_ca":true},{"name":"Dorothy Craig","is_ca":true},{"name":"Kathleen MacPherson","is_ca":true},{"name":"Sharon Alexander","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06696976849716914,"gpt":0.4197258683288985,"spread":0.3527560998317294,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001981969,0.0001998456,0.0004074246,0.0001609071,0.0002858545,0.00005466562,0.0001154685,0.0001104139,0.0001271732],"category_scores_gemma":[0.00007271375,0.0002017911,0.0000805423,0.0003681104,0.0001389669,0.0004365148,0.00003649091,0.0002588657,0.00001019701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003321196,"about_ca_system_score_gemma":0.0001730738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001642462,"about_ca_topic_score_gemma":0.00009740639,"domain_scores_codex":[0.9971153,0.0005503903,0.0007516089,0.0004561344,0.0002493478,0.0008772924],"domain_scores_gemma":[0.9986739,0.0001296926,0.0005191872,0.0002382126,0.00009749993,0.0003415766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002136467,0.002201513,0.03163733,0.00131709,0.00008556664,0.00002882229,0.195651,2.529856e-7,0.0001754996,0.005208944,0.001562473,0.7619179],"study_design_scores_gemma":[0.01493618,0.01074068,0.7979819,0.01121938,0.0001570232,0.002027149,0.1425838,0.0006728758,0.001132995,0.004542973,0.01244551,0.001559518],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699652,0.0005982803,0.004586583,0.01576681,0.0013567,0.0009896829,0.00002430731,0.00009648142,0.006616021],"genre_scores_gemma":[0.99747,0.00007212498,0.0005752446,0.001319729,0.0001724607,0.00003582185,0.0001061789,0.00003489091,0.0002135283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7663446,"threshold_uncertainty_score":0.8228801,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2043163698","doi":"10.1002/cncr.10943","title":"Cancer incidence in parents who lost a child","year":2002,"lang":"en","type":"article","venue":"Cancer","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":130,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Association of Psychosocial Oncology","funders":"Danmarks Grundforskningsfond; National Research Foundation","keywords":"Medicine; Relative risk; Cancer; Incidence (geometry); Breast cancer; Cohort; Internal medicine; Proportional hazards model; Cohort study; Confidence interval; Oncology","authors":[{"name":"Jiong Li","is_ca":false},{"name":"Christoffer Johansen","is_ca":true},{"name":"Dorthe Hansen","is_ca":false},{"name":"Jørn Olsen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04750341141545947,"gpt":0.3753650869501813,"spread":0.3278616755347218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007234804,0.0001314563,0.0001764334,0.00006678444,0.00006110617,0.000009920525,0.0001594993,0.00007773492,0.01565057],"category_scores_gemma":[0.000004437745,0.0001256566,0.00003327852,0.0002097333,0.00004986154,0.00007401138,0.0000330803,0.0001985774,0.000813625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003337071,"about_ca_system_score_gemma":0.00002826331,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01004708,"about_ca_topic_score_gemma":0.01079309,"domain_scores_codex":[0.998826,0.000047037,0.0002171887,0.0003253207,0.0001443227,0.0004401202],"domain_scores_gemma":[0.9995083,0.00001560258,0.00007712079,0.0002476989,0.00002073242,0.0001305147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006414808,0.0003182479,0.8621973,0.0001118312,0.00004114381,0.00004490126,0.008465273,0.00001379322,0.00005160931,0.001141289,0.07920724,0.04834316],"study_design_scores_gemma":[0.002567464,0.0001255149,0.8618495,0.0008657839,0.00002190495,0.00001049593,0.0009703789,0.00007948884,0.0003270116,0.0001659384,0.1326298,0.0003866825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8969324,0.01188406,0.000004745222,0.001413935,0.001888172,0.0003560995,0.00007461264,0.00002681418,0.08741914],"genre_scores_gemma":[0.9776769,0.002667291,0.000005742266,0.004224502,0.0003036805,0.0002964079,0.00000394736,0.00001963004,0.01480193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08074445,"threshold_uncertainty_score":0.9999644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2029883257","doi":"10.1080/07481187.2013.829367","title":"The Meaning of Loss Codebook: Construction of a System for Analyzing Meanings Made in Bereavement","year":2013,"lang":"en","type":"article","venue":"Death Studies","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":128,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Grief; Meaning (existential); Psychology; Codebook; Variety (cybernetics); Coding (social sciences); Qualitative research; Social psychology; Psychotherapist; Developmental psychology; Sociology; Computer science; Social science","authors":[{"name":"James Gillies","is_ca":false},{"name":"Robert A. Neimeyer","is_ca":false},{"name":"Evgenia Milman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05326841787959486,"gpt":0.3495152417996549,"spread":0.2962468239200601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000462745,0.0001211083,0.0003471659,0.00007918884,0.0001570873,0.00000663882,0.00009820215,0.00003867788,0.000006509405],"category_scores_gemma":[0.00001950557,0.00008498992,0.00006633918,0.00009139859,0.0001382787,0.00003973108,0.00005275357,0.00006173794,0.000004874356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001298832,"about_ca_system_score_gemma":0.0000156128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0011565,"about_ca_topic_score_gemma":0.0002351235,"domain_scores_codex":[0.9987802,0.00007190628,0.00054584,0.0001872298,0.0001315177,0.0002833124],"domain_scores_gemma":[0.9990346,0.0002657939,0.0003330268,0.0001787082,0.0001566216,0.00003118095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002124559,0.0002168554,0.3642529,0.003075351,0.001530777,0.000004356121,0.05105839,0.000007720484,0.002771096,0.5529943,0.0009472818,0.02292857],"study_design_scores_gemma":[0.01066585,0.002201199,0.1799714,0.005176594,0.00059681,0.00005804258,0.7437478,0.0003460944,0.03689852,0.01766372,0.001852961,0.0008210348],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904681,0.002015976,0.0003180917,0.0001263014,0.0006150489,0.001046265,0.00001840521,0.00002048831,0.005371253],"genre_scores_gemma":[0.9982112,0.0001958456,0.0009075811,0.00002827151,0.00003898071,0.0003138933,0.000003634005,0.00001094478,0.0002896327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6926894,"threshold_uncertainty_score":0.3465788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1998649922","doi":"10.1542/peds.2004-1980","title":"Parental Perspectives on Hospital Staff Members' Acts of Kindness and Commemoration After a Child's Death","year":2005,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":126,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill University Health Centre; Montreal Children's Hospital","funders":"Canadian Institutes of Health Research; National Cancer Institute; Canadian Health Services Research Foundation","keywords":"Kindness; Medicine; Disappointment; Sympathy; Nursing; Staffing; Service (business); Family medicine; Psychiatry; Psychology; Social psychology","authors":[{"name":"Mary Ellen Macdonald","is_ca":false},{"name":"Stephen Liben","is_ca":false},{"name":"Franco A. Carnevale","is_ca":false},{"name":"Janet E. Rennick","is_ca":false},{"name":"Susan L. Wolf","is_ca":false},{"name":"Donald Meloche","is_ca":true},{"name":"S. Robin Cohen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01366881191648204,"gpt":0.3060430004313472,"spread":0.2923741885148651,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001203923,0.0001411075,0.0001582618,0.0001102087,0.00007489057,0.000015339,0.00007061161,0.00008488272,0.0002135783],"category_scores_gemma":[0.00001381711,0.0001334625,0.00004155971,0.0001110317,0.00004411295,0.000110617,0.00003565005,0.0001474822,0.00003952635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009125244,"about_ca_system_score_gemma":0.00002325291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009324228,"about_ca_topic_score_gemma":0.00007752737,"domain_scores_codex":[0.9990309,0.00005471235,0.0002089364,0.0002666087,0.0001918689,0.0002469909],"domain_scores_gemma":[0.9994749,0.00004745518,0.0001261393,0.0001846328,0.00004341801,0.0001234992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001094231,0.008473445,0.7344836,0.0003757295,0.0001048524,0.00003602832,0.2080364,0.00001408361,0.00001634844,0.03112307,0.006164116,0.01007805],"study_design_scores_gemma":[0.004450033,0.003012149,0.9187668,0.00004906223,0.0001607369,0.00002049225,0.06356371,0.00003318129,0.0002349752,0.0001733637,0.008979095,0.0005564024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827707,0.001033627,0.00002235834,0.0005312635,0.0004699972,0.0003220196,0.00008153051,0.00002668939,0.01474186],"genre_scores_gemma":[0.9983564,0.0003819666,0.0001543279,0.0001474484,0.0006868585,0.00003064152,0.00003168969,0.00001699843,0.0001936866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1842832,"threshold_uncertainty_score":0.5442442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2032629552","doi":"10.1080/07481187.2011.553308","title":"Comparison of Continuing Bonds Reported by Parents and Siblings After a Child's Death from Cancer","year":2011,"lang":"en","type":"article","venue":"Death Studies","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":123,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children","funders":"National Cancer Institute","keywords":"Sibling; Psychology; Developmental psychology; Medicine","authors":[{"name":"Terrah L. Foster","is_ca":false},{"name":"Mary Jo Gilmer","is_ca":false},{"name":"Betty Davies","is_ca":false},{"name":"Mary S. Dietrich","is_ca":false},{"name":"Maru Barrera","is_ca":true},{"name":"Diane L. Fairclough","is_ca":false},{"name":"Kathryn Vannatta","is_ca":false},{"name":"Cynthia A. Gerhardt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1176240577379314,"gpt":0.4185888187423382,"spread":0.3009647610044067,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001261943,0.0001869314,0.0005025365,0.00005807818,0.00008685287,0.000006448764,0.00007016283,0.0000668882,0.0001515037],"category_scores_gemma":[0.00001455755,0.0001560455,0.00003995505,0.00007182218,0.00008554426,0.0000488876,0.00008663201,0.0001166454,0.000006959119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003534802,"about_ca_system_score_gemma":0.000007183532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006775135,"about_ca_topic_score_gemma":0.0005890043,"domain_scores_codex":[0.9986634,0.00004684718,0.0004821251,0.0003613435,0.0001433402,0.0003029625],"domain_scores_gemma":[0.9992731,0.00004676047,0.0003035529,0.0002174259,0.00007313172,0.00008604336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001979344,0.0002532803,0.9483269,0.00005712803,0.0004798198,0.00001310508,0.04539412,1.821361e-8,0.00007737784,0.0001302245,0.003033131,0.002036922],"study_design_scores_gemma":[0.001284753,0.0002580611,0.982704,0.0003187694,0.0001999703,0.000002859847,0.01071977,0.000002345709,0.001207182,0.0002590511,0.002861634,0.0001816229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581997,0.03629088,0.0000108372,0.00004789252,0.0004423707,0.0003190993,0.0001241443,0.0000333303,0.004531751],"genre_scores_gemma":[0.9975169,0.001292176,0.000158876,0.0002400154,0.00005921822,0.0002075523,0.00002357991,0.00001739385,0.0004842489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03931724,"threshold_uncertainty_score":0.9998388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051572469","doi":"10.2190/om.60.3.c","title":"Oppression of the Bereaved: A Critical Analysis of Grief in Western Society","year":2010,"lang":"en","type":"review","venue":"OMEGA - Journal of Death and Dying","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":115,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"The King's University; Western University","funders":"","keywords":"Oppression; Shame; Grief; Social psychology; Disenfranchised grief; Psychology; Critical theory; Sociology; Compliance (psychology); Psychotherapist; Political science; Law","authors":[{"name":"Darcy L. Harris","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08051778468895654,"gpt":0.429064448896227,"spread":0.3485466642072705,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009507494,0.0002259863,0.001708522,0.0003073233,0.00007080564,0.0000162678,0.0002973896,0.0003392026,0.00006173021],"category_scores_gemma":[0.00005557379,0.0001338295,0.0008980876,0.0004667726,0.0001201379,0.00007420826,0.00009972866,0.0008945882,7.281777e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005052729,"about_ca_system_score_gemma":0.000170458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001181201,"about_ca_topic_score_gemma":0.0000489132,"domain_scores_codex":[0.9976147,0.0002862638,0.001297258,0.0002002916,0.0003193756,0.0002821522],"domain_scores_gemma":[0.9977739,0.0004926114,0.001173731,0.0003013564,0.00009152438,0.0001668192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001108721,0.0009521748,0.04888161,0.01738793,0.002543236,0.00005451376,0.005158962,0.000001246998,0.00004735379,0.001773252,0.0003032302,0.9227856],"study_design_scores_gemma":[0.005942837,0.001542718,0.0577591,0.09795631,0.03494708,0.001714866,0.003858383,0.00003285484,0.00006147755,0.001058822,0.7938038,0.001321727],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03579628,0.9619529,0.00006124792,0.00005557101,0.0006769091,0.0002216067,0.00005241587,0.000002108894,0.001180907],"genre_scores_gemma":[0.04980223,0.9495288,0.0002469105,0.00008884889,0.00012037,0.00000605223,0.00000788369,0.00002151086,0.000177362],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9214639,"threshold_uncertainty_score":0.545741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2083264801","doi":"10.1080/07481180902961153","title":"Early Parental Adjustment and Bereavement After Childhood Cancer Death","year":2009,"lang":"en","type":"article","venue":"Death Studies","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":112,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; SickKids Foundation; Institute for Clinical Evaluative Sciences; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Perception; Psychology; Developmental psychology; Childhood cancer; Context (archaeology); Adaptation (eye); Grief; Qualitative research; Cancer; Psychotherapist; Medicine; Sociology","authors":[{"name":"Maru Barrera","is_ca":true},{"name":"Kathleen O’Connor","is_ca":true},{"name":"Norma Mammone D’Agostino","is_ca":true},{"name":"Lynlee Spencer","is_ca":true},{"name":"David Nicholas","is_ca":true},{"name":"Vesna Jovcevska","is_ca":true},{"name":"Susan Tallet","is_ca":true},{"name":"Gerald Schneiderman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04052249296144748,"gpt":0.3652630810579344,"spread":0.3247405880964869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001069522,0.0002918152,0.0003488055,0.00006998503,0.0001978723,0.00001837239,0.00008636611,0.00006169535,0.0002074702],"category_scores_gemma":[0.000003387377,0.0002351018,0.00006729092,0.00006900026,0.00005391597,0.00006982994,0.00008287163,0.0001300428,0.0000724233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178107,"about_ca_system_score_gemma":0.00001995512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007364569,"about_ca_topic_score_gemma":0.0002030203,"domain_scores_codex":[0.9983655,0.00005336986,0.0003091585,0.0004855034,0.0002234692,0.0005629672],"domain_scores_gemma":[0.9994197,0.00002771338,0.00008982258,0.0002500313,0.00004198982,0.0001706885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003319858,0.001842861,0.8523002,0.0001384963,0.001239184,0.0001466694,0.05162918,6.051843e-7,0.00003952402,0.01367828,0.009129267,0.06952378],"study_design_scores_gemma":[0.0014838,0.0008334134,0.9904529,0.0001300763,0.0001209461,0.00001285328,0.003136275,2.975579e-7,0.00007046961,0.0009694537,0.002550647,0.0002387941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502898,0.04133131,0.000003707303,0.0006841907,0.0009530314,0.0006071936,0.0000784931,0.00006448198,0.005987735],"genre_scores_gemma":[0.9899545,0.004090019,0.00009417429,0.003206847,0.0003385968,0.0004171069,0.00001296121,0.00001761763,0.001868218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1381528,"threshold_uncertainty_score":0.9587173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2072024556","doi":"10.1016/j.socscimed.2006.04.024","title":"Experience of miscarriage in the UK: Qualitative findings from the National Women's Health Study","year":2006,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":110,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"National Lottery Community Fund","keywords":"Miscarriage; Fatalism; Meaning (existential); Abortion; Qualitative research; Pregnancy; Narrative; Medicine; Psychology; Social psychology; Obstetrics; Developmental psychology; Sociology; Psychotherapist; Social science","authors":[{"name":"Rebecca K. Simmons","is_ca":false},{"name":"Gita Singh","is_ca":true},{"name":"Noreen Maconochie","is_ca":false},{"name":"Pat Doyle","is_ca":false},{"name":"John Green","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07992986736778475,"gpt":0.486342222795774,"spread":0.4064123554279893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006025587,0.00009312516,0.0002011295,0.00006572349,0.0005488055,0.00001079699,0.0005386633,0.0000251076,0.0003939524],"category_scores_gemma":[0.0001417304,0.00005044831,0.00002007556,0.0009044701,0.001487338,0.00006512061,0.00002966863,0.0001564114,0.000005578823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003233907,"about_ca_system_score_gemma":0.0002141226,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02745654,"about_ca_topic_score_gemma":0.001649554,"domain_scores_codex":[0.9972268,0.0005225693,0.0003961536,0.0002856997,0.001148126,0.0004206166],"domain_scores_gemma":[0.9990881,0.0004715029,0.0001834819,0.0001266672,0.00007229534,0.00005797234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002407627,0.0002526144,0.0430365,0.000002743837,0.000003265679,0.000001110114,0.9363854,7.676656e-8,0.0002576706,0.01565488,0.00405147,0.00033021],"study_design_scores_gemma":[0.0006719971,0.0002619778,0.413846,0.00001450693,0.000001527811,3.434958e-7,0.5808742,3.332762e-7,0.000008039774,0.004004435,0.0002837981,0.00003284451],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814798,0.00008265143,0.00000943285,0.006153563,0.0004134467,0.0005515444,0.00002452686,0.000006748694,0.01127833],"genre_scores_gemma":[0.995205,0.000002393462,0.000004254404,0.004133997,0.0003526384,0.0001120172,0.00000651591,0.000003324761,0.0001798525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3708095,"threshold_uncertainty_score":0.9790197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2885770607","doi":"10.1097/pcc.0000000000001466","title":"Caring for Parents After the Death of a Child","year":2018,"lang":"en","type":"review","venue":"Pediatric Critical Care Medicine","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":109,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Medicine; Pediatrics","authors":[{"name":"Tessie W. October","is_ca":false},{"name":"Karen Dryden‐Palmer","is_ca":true},{"name":"Beverley Copnell","is_ca":false},{"name":"Kathleen L. Meert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08057526544195456,"gpt":0.4518336860111422,"spread":0.3712584205691876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000489347,0.0004164537,0.001439567,0.0001859359,0.0001401375,0.000007217041,0.000398155,0.0003045552,0.0005224013],"category_scores_gemma":[0.0004429488,0.0002377962,0.0003932179,0.000242089,0.0002756224,0.00001955905,0.000109159,0.0004387671,0.00006500438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001295832,"about_ca_system_score_gemma":0.0001276489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003137301,"about_ca_topic_score_gemma":0.00002437698,"domain_scores_codex":[0.9971744,0.0002030667,0.0009826428,0.0005794907,0.0004099895,0.0006504122],"domain_scores_gemma":[0.9974266,0.001184294,0.000207743,0.000666797,0.0002394963,0.0002750143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000284512,0.0005237609,0.005677368,0.3481815,0.0003339736,0.00008498851,0.007831855,6.575152e-9,9.557614e-9,0.0187044,0.02735001,0.5910276],"study_design_scores_gemma":[0.0008366773,0.001099254,0.0004068761,0.005576711,0.005176432,0.00006461754,0.001681408,1.237912e-7,5.677447e-8,0.0002195085,0.9846617,0.0002766444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005183695,0.9844564,0.0001106772,0.000307742,0.003702209,0.001643749,0.0004372253,0.00002894697,0.009261188],"genre_scores_gemma":[0.01616183,0.9726939,0.00003940586,0.0005648845,0.008946221,0.001079643,0.0002587599,0.00007547133,0.000179839],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9573117,"threshold_uncertainty_score":0.9697047,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2083532686","doi":"10.2190/om.55.2.d","title":"Patterns of Parental Bereavement following the Loss of a Child and Related Factors","year":2007,"lang":"en","type":"article","venue":"OMEGA - Journal of Death and Dying","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":107,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Psychology; Developmental psychology","authors":[{"name":"Maru Barrera","is_ca":true},{"name":"Norma Mammone D’Agostino","is_ca":true},{"name":"Gerald Schneiderman","is_ca":true},{"name":"Susan Tallett","is_ca":true},{"name":"Lynlee Spencer","is_ca":true},{"name":"Vesna Jovcevska","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02469679316941313,"gpt":0.3171978494282448,"spread":0.2925010562588317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007273662,0.0001187943,0.0002785738,0.0001239595,0.000120902,0.00001025772,0.0000897491,0.0000600122,0.00003656216],"category_scores_gemma":[0.00001049339,0.0000773463,0.0001071022,0.0000742397,0.00003528691,0.00008111556,0.00003739606,0.0002094631,3.626754e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002948974,"about_ca_system_score_gemma":0.00001619845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000203716,"about_ca_topic_score_gemma":0.00002595037,"domain_scores_codex":[0.9987431,0.00005381624,0.0006209358,0.0001098529,0.0002232147,0.0002490481],"domain_scores_gemma":[0.9991152,0.0001092336,0.0004905487,0.0001065282,0.00003067005,0.0001478388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001226061,0.0001518316,0.9869794,0.00007934606,0.0002258522,0.00005047562,0.007948551,6.198125e-7,0.0004430271,0.000771643,0.00001788722,0.003208814],"study_design_scores_gemma":[0.002555525,0.0007124454,0.9787408,0.0005479369,0.0001321053,0.0003262176,0.01432794,0.00000154233,0.002054554,0.0002520804,0.0002442304,0.0001046433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994981,0.001781907,0.0001213322,0.0001091387,0.0004947569,0.0001276822,0.00001033475,0.000002977454,0.002370891],"genre_scores_gemma":[0.9995144,0.0002235315,0.00003544888,0.0001002327,0.00004333145,5.921401e-7,0.00000316318,0.00001027592,0.00006899692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008238571,"threshold_uncertainty_score":0.3154091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996868374","doi":"10.1080/13645570902767918","title":"Qualitative bereavement research: incongruity between the perspectives of participants and research ethics boards","year":2009,"lang":"en","type":"article","venue":"International Journal of Social Research Methodology","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":107,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Regina Qu'Appelle Health Region; Memorial University of Newfoundland","funders":"","keywords":"Qualitative research; Research ethics; Psychology; Grief; Data collection; Harm; Research design; Social psychology; Psychotherapist; Sociology; Social science","authors":[{"name":"Jennifer L. Buckle","is_ca":true},{"name":"Sonya Corbin Dwyer","is_ca":true},{"name":"Marlene Jackson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8826679012845978,"gpt":0.7542122158384288,"spread":0.128455685446169,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1800968,0.0001426403,0.0005244781,0.001130944,0.0008305851,0.00007616905,0.001235189,0.0003365517,0.0002981578],"category_scores_gemma":[0.02061363,0.0001055126,0.0001477237,0.0006987383,0.003550989,0.0001674718,0.00043403,0.005130494,0.000019857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007463151,"about_ca_system_score_gemma":0.001076142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002501907,"about_ca_topic_score_gemma":0.0002960327,"domain_scores_codex":[0.9232546,0.06874481,0.001189147,0.0004351073,0.005089141,0.00128717],"domain_scores_gemma":[0.951425,0.03910596,0.0004216419,0.0002346206,0.008513452,0.0002992837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001672838,0.0005644841,0.002664444,0.00003501906,0.0006324315,0.00006121191,0.6623658,3.809657e-7,0.001934695,0.3038021,0.005508527,0.02075802],"study_design_scores_gemma":[0.001352583,0.002650092,0.129713,0.0001007561,0.00001969693,0.00001889293,0.6037149,0.000001213719,0.001441264,0.2573565,0.003541954,0.00008914375],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9273359,0.000957666,0.0004870125,0.06264779,0.000559143,0.0004706635,0.00005802677,0.000005690211,0.007478126],"genre_scores_gemma":[0.995415,0.0006275441,0.001648259,0.000200838,0.001383046,0.00002470789,0.00000417297,0.00001549826,0.0006809348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1594832,"threshold_uncertainty_score":0.9991608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2626228332","doi":"10.1007/s00737-017-0742-9","title":"Women’s persistent depressive and perinatal grief symptoms following a miscarriage: the role of childlessness and satisfaction with healthcare services","year":2017,"lang":"en","type":"article","venue":"Archives of Women s Mental Health","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":105,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal; Université du Québec en Outaouais","funders":"","keywords":"Miscarriage; Grief; Medicine; Depressive symptoms; Health care; Childlessness; Psychiatry; Psychology; Clinical psychology; Pregnancy; Fertility; Population; Anxiety; Environmental health","authors":[{"name":"Francine deMontigny","is_ca":true},{"name":"Chantal Verdon","is_ca":true},{"name":"Sophie Meunier","is_ca":true},{"name":"Diane Dubeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008611370030678078,"gpt":0.2852106126387324,"spread":0.2765992426080544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003428212,0.0002352762,0.0004819079,0.00008589582,0.001066868,0.00004114088,0.0002527904,0.00004499581,0.00002160408],"category_scores_gemma":[0.000003013883,0.0001704775,0.00006825144,0.0000392567,0.0004181007,0.0001771922,0.0002122468,0.0001879678,8.041873e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002217851,"about_ca_system_score_gemma":0.0001004864,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01251014,"about_ca_topic_score_gemma":0.001562497,"domain_scores_codex":[0.9979795,0.0002160236,0.0003945626,0.0004358926,0.000270086,0.0007039113],"domain_scores_gemma":[0.998328,0.00008314374,0.0006351286,0.0005199314,0.00001458212,0.0004192013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009680385,0.0001435271,0.6196932,0.001450802,0.0003128791,0.000003680429,0.2908548,4.437725e-7,0.0002840219,0.002025579,0.000001778286,0.08426137],"study_design_scores_gemma":[0.002451644,0.002286206,0.8064434,0.0005307567,0.00001569016,0.00005448961,0.1871479,0.00001797849,0.0001395909,0.0005831901,0.0001797745,0.0001493804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935563,0.00320618,0.000002017283,0.0009025309,0.0002297741,0.0008892489,0.000181377,0.00001554341,0.001017],"genre_scores_gemma":[0.9988728,0.0004481814,0.00006799038,0.0002616523,0.00004143626,0.0001830334,0.00001929873,0.00002633193,0.0000793002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1867503,"threshold_uncertainty_score":0.9940656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2136343731","doi":"10.1093/humrep/dep441","title":"Pregnancy loss in lesbian and bisexual women: an online survey of experiences","year":2009,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":103,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Mashhad University of Medical Sciences","keywords":"Miscarriage; Lesbian; Heterosexism; Pregnancy; Early Pregnancy Loss; Medicine; Reproductive health; Health care; Psychology; Abortion; Population; Environmental health; Political science","authors":[{"name":"Elizabeth Peel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1646850974756902,"gpt":0.4189741729178281,"spread":0.2542890754421379,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005115225,0.00009172071,0.0001605005,0.0001096495,0.00006933275,0.000007435741,0.00006861224,0.00005146505,0.0001271205],"category_scores_gemma":[0.00001729301,0.00009045171,0.000008742825,0.0001648296,0.00009381319,0.0001068043,0.00001073252,0.00008608352,0.000002841473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004719373,"about_ca_system_score_gemma":0.00001431335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002059276,"about_ca_topic_score_gemma":0.00235292,"domain_scores_codex":[0.998691,0.0001859711,0.0002933296,0.0005054724,0.0001020147,0.0002221907],"domain_scores_gemma":[0.9993674,0.000006910476,0.0001165814,0.0004057796,0.00003527314,0.00006804348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003872856,0.004829038,0.4553142,0.0001445373,0.00001912819,0.00001862953,0.2526372,0.00000305449,0.005374984,0.002093522,0.0002837822,0.2788946],"study_design_scores_gemma":[0.0005074876,0.001289372,0.9784691,0.00004219526,0.000001574983,0.00001172998,0.01854907,7.188333e-7,0.0005108166,0.0003899212,0.0001382994,0.00008971474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982814,0.0004524814,0.000002341,0.00006387828,0.0004572302,0.000234119,0.00000988276,0.00002457321,0.0004740736],"genre_scores_gemma":[0.9984962,0.00004574563,0.00002876131,0.00004172897,0.0001314489,0.00002737918,0.00008471128,0.000006834609,0.00113714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5231549,"threshold_uncertainty_score":0.3688514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082184048","doi":"10.1080/07481187.2014.907089","title":"The Grief and Meaning Reconstruction Inventory (GMRI): Initial Validation of a New Measure","year":2014,"lang":"en","type":"article","venue":"Death Studies","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":103,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Grief; Psychology; Respondent; Complicated grief; Distress; Meaning (existential); Mental health; Traumatic grief; Social psychology; Clinical psychology; Psychotherapist; Construct (python library); Set (abstract data type); Confirmatory factor analysis","authors":[{"name":"James Gillies","is_ca":false},{"name":"Robert A. Neimeyer","is_ca":false},{"name":"Evgenia Milman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1109483741672563,"gpt":0.3797013782231404,"spread":0.2687530040558841,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000489153,0.00008695889,0.0001522448,0.00003410048,0.000254033,0.000009237696,0.00004677016,0.00003920446,0.00001202389],"category_scores_gemma":[0.00007918983,0.00006205185,0.00002662993,0.00005166596,0.0001009041,0.00005008258,0.00003458064,0.00007552364,0.000007711866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000321221,"about_ca_system_score_gemma":0.00001947684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002390033,"about_ca_topic_score_gemma":0.0001686932,"domain_scores_codex":[0.999212,0.0001404738,0.0002200164,0.0001517201,0.0001208152,0.0001550305],"domain_scores_gemma":[0.99951,0.0001111078,0.0001392483,0.0001289828,0.00006342427,0.00004720856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004316853,0.0001364283,0.2120825,0.0003671692,0.0009808165,0.000002896696,0.07181009,0.000002024797,0.0005804008,0.2303765,0.01801074,0.4652188],"study_design_scores_gemma":[0.01603765,0.004642655,0.4107791,0.001856104,0.001044453,0.0003072341,0.1596409,0.00009081904,0.02006013,0.2801062,0.103896,0.001538641],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9595687,0.002365057,0.0001530386,0.0004037968,0.001803803,0.0002442016,0.000003178758,0.00003196346,0.03542621],"genre_scores_gemma":[0.9985592,0.0003683664,0.0001031483,0.000123889,0.0002659596,0.00001898451,0.000002822141,0.000007362642,0.0005502325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4636801,"threshold_uncertainty_score":0.2530401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094497605","doi":"10.1177/1054773803012002002","title":"The Bereavement Experience Following Home-Based Family Caregiving for Persons with Advanced Cancer","year":2003,"lang":"en","type":"article","venue":"Clinical Nursing Research","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":101,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Feeling; Family caregivers; Family member; Qualitative research; Medicine; Psychology; Clinical psychology; Nursing; Family medicine; Social psychology","authors":[{"name":"Priscilla M. Koop","is_ca":true},{"name":"Vicki R. Strang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1871020357303745,"gpt":0.5564531043698329,"spread":0.3693510686394583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003507961,0.0001977804,0.000311048,0.00008739512,0.001518627,0.00009605412,0.0004118387,0.0001361484,0.0000471682],"category_scores_gemma":[0.000354102,0.0001367677,0.0002014559,0.0003958208,0.000833724,0.00007483165,0.00002417794,0.0006545963,0.00001855183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004944172,"about_ca_system_score_gemma":0.0004952542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002057061,"about_ca_topic_score_gemma":0.0001637265,"domain_scores_codex":[0.9957958,0.0008267701,0.0005243646,0.0007553821,0.0007101732,0.001387447],"domain_scores_gemma":[0.9952186,0.003375697,0.0001109973,0.0006958547,0.0002051292,0.0003937586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.006278248,0.00513506,0.2790102,0.0003635768,0.0004574334,0.0001025609,0.03892385,0.00005836425,0.00146769,0.04921875,0.04313241,0.5758519],"study_design_scores_gemma":[0.0343057,0.01797361,0.2170782,0.009157103,0.0002205827,0.00001221934,0.5010546,0.000424301,0.002099963,0.006875721,0.2087821,0.002015905],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978552,0.002230171,0.001571253,0.002195227,0.002780425,0.002359118,0.00001864963,0.00005721274,0.01023588],"genre_scores_gemma":[0.9936488,0.0000906835,0.001175257,0.0005035797,0.0001860714,0.001986977,0.000007432119,0.0000535734,0.002347666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.573836,"threshold_uncertainty_score":0.9997813,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059693359","doi":"10.1017/s1478951508000060","title":"Bereaved parents' perspectives on their needs","year":2008,"lang":"en","type":"article","venue":"Palliative & Supportive Care","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":99,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Psychology","authors":[{"name":"Norma Mammone D’Agostino","is_ca":true},{"name":"D Berlin-Romalis","is_ca":true},{"name":"Vesna Jovcevska","is_ca":true},{"name":"Maru Barrera","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05608350736074696,"gpt":0.3560022727621756,"spread":0.2999187654014286,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001177383,0.0004444474,0.0004552185,0.0002162134,0.0004007692,0.0000149779,0.0002690959,0.0001545934,0.002169972],"category_scores_gemma":[0.00004864805,0.000370126,0.0002408486,0.0003628876,0.0003104955,0.00009702556,0.0000682414,0.000397207,0.00103249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005248326,"about_ca_system_score_gemma":0.0001394769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003388626,"about_ca_topic_score_gemma":0.0000822232,"domain_scores_codex":[0.9974616,0.0002749905,0.0004304557,0.0007002776,0.0003536552,0.0007790053],"domain_scores_gemma":[0.9983029,0.000173651,0.0002820193,0.0005217523,0.0003922974,0.0003274164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004099543,0.0007054131,0.3804968,0.00008975576,0.0002787087,0.0001284942,0.596058,9.692997e-7,0.0001291964,0.01250269,0.007685609,0.001514513],"study_design_scores_gemma":[0.001351853,0.001036374,0.4377385,0.00008677739,0.00002586062,0.000006921699,0.5542497,7.308739e-7,0.001468904,0.0001684278,0.003537958,0.000327955],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8626557,0.001379791,0.0001129435,0.0002299412,0.0007926807,0.0008023337,0.0005159753,0.0001371743,0.1333735],"genre_scores_gemma":[0.9927183,0.0003490408,0.00005278591,0.001043339,0.0002839633,0.0002454256,0.0003215499,0.00005960554,0.004926017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1300626,"threshold_uncertainty_score":0.9998751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153350289","doi":"10.1080/07481187.2012.725451","title":"Bridging the Gaps in Palliative Care Bereavement Support: An International Perspective","year":2013,"lang":"en","type":"article","venue":"Death Studies","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":97,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Bridging (networking); Palliative care; Psychological intervention; Nursing; Perspective (graphical); Service delivery framework; Medicine; Psychology; Service (business); Business","authors":[{"name":"Lauren J. Breen","is_ca":false},{"name":"Samar Aoun","is_ca":false},{"name":"Moira O’Connor","is_ca":false},{"name":"Bruce Rumbold","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07455737944750876,"gpt":0.4219171310034458,"spread":0.347359751555937,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000150829,0.0001579576,0.0001820734,0.00007565836,0.0001813247,0.00002642078,0.0001945022,0.00003273138,0.0005018493],"category_scores_gemma":[0.00002011035,0.0001095168,0.000045234,0.00008004501,0.0000834003,0.0001266511,0.0001104297,0.000153421,0.0002253542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005109925,"about_ca_system_score_gemma":0.00002465257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00516751,"about_ca_topic_score_gemma":0.002896774,"domain_scores_codex":[0.9988022,0.00009804155,0.0002331929,0.0003350774,0.0001964616,0.0003349928],"domain_scores_gemma":[0.9993486,0.00006449669,0.00009188084,0.000223751,0.0002131323,0.00005816052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003314262,0.0002660183,0.567035,0.00003822083,0.0003820643,0.00002401727,0.3717607,0.000002900317,0.00001414799,0.04956463,0.005377196,0.005501893],"study_design_scores_gemma":[0.0006200752,0.000200868,0.6629856,0.00003897721,0.00001451221,0.000001491813,0.3331811,0.000005595381,0.00005060411,0.001330083,0.001466285,0.0001047271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9375169,0.001861214,0.00001298419,0.00269756,0.001206595,0.0007917222,0.0000414077,0.0000357661,0.05583588],"genre_scores_gemma":[0.996398,0.0003279007,0.00004681609,0.001071201,0.0002533692,0.0004563796,0.0000316205,0.00001312035,0.001401593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09595062,"threshold_uncertainty_score":0.7811764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2157924898","doi":"10.1017/s1041610211001591","title":"Daily hassles, physical illness, and sleep problems in older adults with wishes to die","year":2011,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":96,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Hôpital Charles-Le Moyne; Université de Sherbrooke; Université de Montréal; Université du Québec à Trois-Rivières","funders":"Canadian Institutes of Health Research","keywords":"Wish; Logistic regression; Gerontology; Depression (economics); Psychological intervention; Psychology; Quality of life (healthcare); Intervention (counseling); Population; Medicine; Psychiatry","authors":[{"name":"Sylvie Lapierre","is_ca":true},{"name":"Richard Boyer","is_ca":true},{"name":"Sophie Desjardins","is_ca":true},{"name":"Micheline Dubé","is_ca":true},{"name":"Dominique Lorrain","is_ca":true},{"name":"Michel Préville","is_ca":true},{"name":"Joëlle Brassard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01973521731998143,"gpt":0.3034016349206072,"spread":0.2836664176006258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001546552,0.0001982836,0.0001893325,0.0002129733,0.00005306102,0.00003099617,0.0002612357,0.00007553134,0.0002916971],"category_scores_gemma":[0.00000981528,0.0001702489,0.00003526097,0.0002200369,0.00005418284,0.0001471857,0.00005543742,0.0001684894,0.0001434507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007632896,"about_ca_system_score_gemma":0.00002050072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001182713,"about_ca_topic_score_gemma":0.0009311004,"domain_scores_codex":[0.9985084,0.0000411771,0.0002911541,0.0005361884,0.0002900978,0.0003329677],"domain_scores_gemma":[0.9993486,0.00003987324,0.0001173084,0.0002339862,0.00008364633,0.0001765643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00449869,0.008868855,0.6391225,0.0003269313,0.0004507249,0.000192844,0.13532,0.00001926495,0.0002013781,0.03206977,0.02551304,0.153416],"study_design_scores_gemma":[0.005513143,0.0007586699,0.9743934,0.0002052698,0.00002761509,0.00003701141,0.002722649,0.00005609825,0.00008356656,0.00234745,0.01337028,0.0004847959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666616,0.0002328089,0.0005252953,0.0004898319,0.001733207,0.0006510611,0.00005287888,0.00004672247,0.02960661],"genre_scores_gemma":[0.9973152,0.00005541954,0.0006181147,0.0006614999,0.0003216308,0.0001917284,0.00003900471,0.00003189687,0.0007654537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.335271,"threshold_uncertainty_score":0.6942548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2074866791","doi":"10.1080/07481180701490578","title":"Profiles of Posttraumatic Growth Following an Unjust Loss","year":2007,"lang":"en","type":"article","venue":"Death Studies","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":96,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Francis Xavier University; Carleton University","funders":"","keywords":"Posttraumatic growth; Meaning (existential); Personal development; Schema (genetic algorithms); Meaning-making; Psychology; Identity (music); Social psychology; Sociology; Psychoanalysis; Psychotherapist; Aesthetics; Philosophy","authors":[{"name":"Christopher G. Davis","is_ca":true},{"name":"Michael J. A. Wohl","is_ca":true},{"name":"Norine Verberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1034425942929038,"gpt":0.425227221086921,"spread":0.3217846267940172,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005609835,0.0001555478,0.0003257806,0.00009287398,0.0001553402,0.000004771412,0.0001202576,0.00004296872,0.00003850211],"category_scores_gemma":[0.00003060403,0.000128136,0.00008206486,0.0001325607,0.00008267284,0.00007455897,0.00004624042,0.0000843683,0.0000455688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005835299,"about_ca_system_score_gemma":0.00001400526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004012852,"about_ca_topic_score_gemma":0.0001616035,"domain_scores_codex":[0.9987215,0.00005603145,0.0003827861,0.0002424281,0.0001866059,0.0004106894],"domain_scores_gemma":[0.9993531,0.0001367063,0.0001230285,0.0002249209,0.00007175793,0.000090556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001996501,0.001157382,0.8376401,0.001067956,0.001061109,0.0001993174,0.04545347,2.16518e-7,0.0006970671,0.1056216,0.001550555,0.00535155],"study_design_scores_gemma":[0.001815526,0.001433094,0.9134381,0.0003087619,0.0001841957,0.00002146144,0.0725989,8.617253e-7,0.005052126,0.004344079,0.0004660579,0.0003368669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756358,0.00182177,0.00005279788,0.00007865243,0.0009467072,0.0003465291,0.00001393604,0.00005346347,0.02105033],"genre_scores_gemma":[0.9983075,0.00008986689,0.0004788716,0.0002757674,0.0001149229,0.00002670479,0.00001290708,0.00001787576,0.0006755836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1012775,"threshold_uncertainty_score":0.5225232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1488511402","doi":"","title":"Being with Dying: Cultivating Compassion and Fearlessness in the Presence of Death","year":2008,"lang":"en","type":"book","venue":"","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":95,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Compassion; Divinity; Reading (process); Art; Center (category theory); Psychoanalysis; Theology; Art history; Psychology; Philosophy; Law; Political science; Chemistry","authors":[{"name":"Joan Halifax","is_ca":false},{"name":"Ira Byock","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05047308066079197,"gpt":0.338754200531632,"spread":0.28828111987084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002658565,0.0001964548,0.0003290774,0.00008983441,0.0001152421,0.00001042096,0.0001928881,0.0001450661,0.00006292078],"category_scores_gemma":[0.000005334594,0.0001148573,0.00002346643,0.00006669574,0.0001162805,0.00004372475,0.000057627,0.0003559542,0.000004814233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006296267,"about_ca_system_score_gemma":0.0001023514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001128369,"about_ca_topic_score_gemma":0.0003069699,"domain_scores_codex":[0.9987292,0.0001260935,0.000309733,0.0003138047,0.0002642809,0.0002569449],"domain_scores_gemma":[0.999148,0.0002670831,0.0002237333,0.0002781463,0.00003364645,0.00004942863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0006798985,0.001086499,0.3599295,0.003037872,0.0002198462,0.0003679025,0.1546539,0.000008154599,0.0001827021,0.4244395,0.03493873,0.02045546],"study_design_scores_gemma":[0.01244914,0.003066001,0.816053,0.01637159,0.0002145516,0.0007624282,0.07443737,0.0001203229,0.0006708562,0.008109936,0.06543948,0.002305376],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1584578,0.0002760938,0.0001545054,0.00007550029,0.0001130243,0.0007036249,0.000006322118,0.000018131,0.8401951],"genre_scores_gemma":[0.7282381,0.0001565286,0.0004075747,0.0002396907,0.00007339477,0.00005076844,0.00004376932,0.00003105105,0.2707591],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5697803,"threshold_uncertainty_score":0.4683743,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2104513536","doi":"10.2190/5qg0-hvh8-jed0-ml16","title":"Grief Resulting from Euthanasia and Natural Death of Companion Animals","year":2002,"lang":"en","type":"article","venue":"OMEGA - Journal of Death and Dying","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":93,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Grief; Disenfranchised grief; Anger; Psychology; Animal welfare; Somatization; Hostility; Animal-assisted therapy; Situational ethics; Death anxiety; Rumination; Affect (linguistics); Anxiety; Loneliness; Clinical psychology; Psychiatry; Social psychology; Pet therapy","authors":[{"name":"Kelly A. McCutcheon","is_ca":true},{"name":"Stephen Fleming","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0775125806351618,"gpt":0.344451246653434,"spread":0.2669386660182722,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003587164,0.0001389628,0.0003466968,0.0001313344,0.0001397286,0.0000316821,0.00009002288,0.00007217152,0.00007578197],"category_scores_gemma":[0.00002712639,0.0001139827,0.00005659616,0.00007269475,0.00003915205,0.0001412963,0.00003644943,0.0002780803,0.00000331239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003149472,"about_ca_system_score_gemma":0.00001137338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000365952,"about_ca_topic_score_gemma":0.0000174218,"domain_scores_codex":[0.9987159,0.0001000463,0.0005437667,0.0001709381,0.0001955226,0.0002737743],"domain_scores_gemma":[0.9989931,0.000147953,0.0004833965,0.0001061716,0.00006682489,0.0002025553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008596728,0.0004408136,0.8929164,0.00024958,0.0003864936,0.0002933626,0.01871112,0.000002664116,0.02092942,0.009662696,0.001076366,0.05447138],"study_design_scores_gemma":[0.006736871,0.001196286,0.9782616,0.000810564,0.0001679965,0.0008138517,0.005698504,0.0002583285,0.001646712,0.002197559,0.001884637,0.0003270576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794782,0.01417252,0.0000652528,0.0001467221,0.0004491113,0.00008869147,0.00001614795,0.000007452925,0.005575873],"genre_scores_gemma":[0.9977115,0.0005804746,0.001158349,0.0001579103,0.0002221092,7.795854e-7,0.00000339136,0.00001279695,0.0001526781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08534521,"threshold_uncertainty_score":0.4648081,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2753081102","doi":"10.1177/1049732317729139","title":"The Emotional Labor of Personal Grief in Palliative Care: Balancing Caring and Professional Identities","year":2017,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":91,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Grief; Thematic analysis; Psychology; Participant observation; Health care; Emotional labor; Disenfranchised grief; Commodification; Nursing; Palliative care; Context (archaeology); Normative; Social psychology; Negotiation; Qualitative research; Psychotherapist; Medicine; Sociology","authors":[{"name":"Laura Funk","is_ca":true},{"name":"Sheryl Peters","is_ca":true},{"name":"Kerstin Roger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3453773903611833,"gpt":0.6148605005050612,"spread":0.2694831101438779,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007446719,0.0001169276,0.0002574346,0.0001553127,0.002137213,0.0000615621,0.0002744414,0.00007330667,0.00007824191],"category_scores_gemma":[0.0005648108,0.0000878917,0.0000335721,0.000135354,0.0009364438,0.0001357009,0.0001979888,0.0006880638,0.00001787295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004058155,"about_ca_system_score_gemma":0.000776022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009149242,"about_ca_topic_score_gemma":0.00546969,"domain_scores_codex":[0.9945747,0.002999108,0.0004760365,0.0003450589,0.0008497656,0.0007553004],"domain_scores_gemma":[0.9965855,0.002211264,0.0002886905,0.0002737945,0.0004498449,0.0001908528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003169271,0.0001364054,0.1379968,0.001097587,0.00003709186,0.000006450524,0.6729946,1.020888e-7,0.0000314402,0.1796503,0.002593496,0.005138874],"study_design_scores_gemma":[0.0008126023,0.0003090725,0.5998181,0.000389175,8.481835e-7,7.412499e-7,0.3925338,0.000007484601,0.00001883126,0.005588242,0.0004667155,0.00005432323],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808692,0.003636416,0.00001145585,0.009175243,0.0006096623,0.0007924731,0.0001863767,0.000007155571,0.00471207],"genre_scores_gemma":[0.9947537,0.0004617809,0.0001100778,0.0002121737,0.000113827,0.0001732848,0.00002228434,0.00001408856,0.004138837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4618213,"threshold_uncertainty_score":0.9991618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2617155687","doi":"10.1136/bmjopen-2016-014487","title":"Support received after bereavement by suicide and other sudden deaths: a cross-sectional UK study of 3432 young bereaved adults","year":2017,"lang":"en","type":"article","venue":"BMJ Open","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":91,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Medical Research Council; Royal Veterinary College; London Metropolitan University; Queen's University; Cardiff Metropolitan University; University of Worcester; University of Westminster; Queen's University Belfast; Cranfield University; University of Cumbria; Ulster University; University of Dundee; University of Oxford; University of Southampton; King's College London; University of Chester; University of Greenwich; Heriot-Watt University; Bishop Grosseteste University; De Montfort University; Queen Margaret University; University of Bedfordshire; Liverpool John Moores University; Staffordshire University; Cardiff University; Bournemouth University; University of Leeds","keywords":"Medicine; Cross-sectional study; Suicide prevention; Injury prevention; Poison control; Occupational safety and health; Human factors and ergonomics; Epidemiology; Medical emergency; Psychiatry; Gerontology; Family medicine; Internal medicine","authors":[{"name":"Alexandra Pitman","is_ca":false},{"name":"Khadija Rantell","is_ca":false},{"name":"Paul Moran","is_ca":false},{"name":"Lester Sireling","is_ca":false},{"name":"Louise Marston","is_ca":false},{"name":"Michael King","is_ca":false},{"name":"David Osborn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1018964419885893,"gpt":0.4651427437952885,"spread":0.3632463018066993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001200554,0.0002767172,0.000450996,0.00006702094,0.0004059863,0.0002812986,0.0007331356,0.0001397077,0.004295183],"category_scores_gemma":[0.00003405962,0.0002514739,0.00006615171,0.00004144131,0.0001606782,0.0002354179,0.0006218075,0.000158507,0.0001370239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008504332,"about_ca_system_score_gemma":0.00009002067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05024102,"about_ca_topic_score_gemma":0.01981103,"domain_scores_codex":[0.9974582,0.0001792735,0.0007428902,0.0007133424,0.000408803,0.0004975094],"domain_scores_gemma":[0.9978323,0.00005151055,0.0005854426,0.00119503,0.0001060634,0.0002296429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003194662,0.001255029,0.9813015,0.00008185589,0.0002286353,0.00004065478,0.00754097,9.433518e-8,0.0001028289,0.0001108313,0.005548532,0.0005943745],"study_design_scores_gemma":[0.008211289,0.00150732,0.9844218,0.0001243444,0.00004119264,0.00003555765,0.003964686,0.000001410653,0.0002145937,0.0001326918,0.001063835,0.0002812972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9440537,0.00003294769,0.00000384059,0.0000847774,0.0006735044,0.007650838,0.0003203826,0.00001652551,0.04716347],"genre_scores_gemma":[0.9770751,0.00000685404,0.00007873611,0.0005357355,0.0001321825,0.00243581,0.00006066874,0.00004457834,0.01963035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03302137,"threshold_uncertainty_score":0.9999937,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964748520","doi":"10.1097/jgp.0b013e3182011b38","title":"Early Parental Death and Remarriage of Widowed Parents as Risk Factors for Alzheimer Disease: The Cache County Study","year":2010,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":90,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"National Cancer Institute; National Institute on Aging","keywords":"Remarriage; Dementia; Epidemiology; Socioeconomic status; Demography; Population; Gerontology; Depression (economics); Medicine; Psychology; Disease","authors":[{"name":"Maria C. Norton","is_ca":false},{"name":"Ken R. Smith","is_ca":false},{"name":"Truls Østbye","is_ca":false},{"name":"Jo Ann T. Tschanz","is_ca":false},{"name":"Sarah Schwartz","is_ca":false},{"name":"Chris Corcoran","is_ca":false},{"name":"John C.S. Breitner","is_ca":true},{"name":"David C. Steffens","is_ca":false},{"name":"Ingmar Skoog","is_ca":false},{"name":"Peter V. Rabins","is_ca":false},{"name":"Kathleen A. Welsh‐Bohmer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01704895590488512,"gpt":0.3287020774969433,"spread":0.3116531215920582,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008616662,0.0002826373,0.0005485744,0.0001612407,0.0002629858,0.00003290552,0.0004199918,0.00005846081,0.00009610065],"category_scores_gemma":[0.00006405248,0.0001865369,0.0002476531,0.0002875162,0.0002596164,0.0001129162,0.00004885347,0.0005238557,0.000004482997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002837252,"about_ca_system_score_gemma":0.0002716998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002999445,"about_ca_topic_score_gemma":0.0001724245,"domain_scores_codex":[0.9976165,0.0003445916,0.0008633577,0.0003193327,0.0004330745,0.0004231111],"domain_scores_gemma":[0.9967902,0.0003081834,0.001852183,0.0004689898,0.0001314014,0.0004489847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001443159,0.001312889,0.9875862,0.00001718777,0.0006381841,0.000004836512,0.003662036,6.02991e-7,0.00003234405,0.0002706511,0.0011585,0.003873434],"study_design_scores_gemma":[0.002604675,0.003619547,0.9647093,0.00001904386,0.0009884521,0.00003306491,0.0267007,0.000001471193,0.000005508652,0.0006465547,0.0004857449,0.0001859453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917767,0.001195241,0.00003916807,0.0002365587,0.00539342,0.0008703432,0.0002525983,0.00001167876,0.0002242977],"genre_scores_gemma":[0.9987072,0.0001229178,0.0003518725,0.0001664267,0.0005383772,0.00002801785,0.000008510565,0.00003945539,0.0000372074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02303866,"threshold_uncertainty_score":0.7606754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990095556","doi":"10.1371/journal.pone.0224325","title":"Being there: A scoping review of grief support training in medical education","year":2019,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":90,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre; Hospital for Sick Children; University Health Network; University of Toronto; Holland Bloorview Kids Rehabilitation Hospital; The Wilson Centre; Centre for Addiction and Mental Health","funders":"Hospital for Sick Children; University of Toronto; Ontario Ministry of Health and Long-Term Care; Medical Psychiatry Alliance; Centre for Addiction and Mental Health","keywords":"Debriefing; Grief; Inclusion (mineral); MEDLINE; Curriculum; Complicated grief; Psychological intervention; Medicine; Medical education; Psychology; Psychotherapist; Nursing; Pedagogy","authors":[{"name":"Laura Sikstrom","is_ca":true},{"name":"Riley Saikaly","is_ca":true},{"name":"Genevieve Ferguson","is_ca":true},{"name":"Pamela J. Mosher","is_ca":true},{"name":"Sarah Bonato","is_ca":true},{"name":"Sophie Soklaridis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2250683684532271,"gpt":0.4614229227850293,"spread":0.2363545543318022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001493452,0.000289448,0.00233855,0.000197116,0.00002583242,0.000005749888,0.0003388021,0.0003326073,0.006045131],"category_scores_gemma":[0.0002209226,0.0002558251,0.0002130747,0.000320552,0.0000447115,0.0000476035,0.00006346181,0.0005681599,0.0003773737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001695174,"about_ca_system_score_gemma":0.004045093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008841882,"about_ca_topic_score_gemma":0.0000515527,"domain_scores_codex":[0.9966599,0.0004451335,0.001428422,0.0004713546,0.0005829526,0.000412228],"domain_scores_gemma":[0.9983002,0.0002022217,0.0007143559,0.0005527551,0.00004991813,0.0001805373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000001897659,0.0008172604,0.00002946922,0.5108156,0.0001090781,0.000005005388,0.000497758,1.636071e-10,8.699628e-8,0.0008860949,0.0002377725,0.4866],"study_design_scores_gemma":[0.0002238144,0.0001332599,0.00001145136,0.9536647,0.0006230772,0.00001699794,0.0001372712,6.540287e-8,6.898593e-7,0.00004638026,0.04494339,0.0001989384],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004859789,0.945587,0.000001177855,0.0001317311,0.0004788104,0.00301436,0.00001393068,0.00002094062,0.0507034],"genre_scores_gemma":[0.00002004419,0.9958787,0.0001137174,0.001467932,0.0002574389,0.0005769912,0.0003224812,0.00005799561,0.001304683],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4864011,"threshold_uncertainty_score":0.9999894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}