{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":449,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":449,"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":"8c90fed116de","filters":{"topic":"Family Caregiving in Mental Illness"}},"results":[{"id":"W1984921391","doi":"10.2165/00019053-200826020-00005","title":"The Burden of Schizophrenia on Caregivers","year":2008,"lang":"en","type":"review","venue":"PharmacoEconomics","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":808,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Humber River Regional Hospital; McMaster University; University of Toronto","funders":"","keywords":"Caregiver burden; Psychosocial; Embarrassment; Shame; Feeling; Economic cost; Blame; Psychology; Psychiatry; Indirect costs; Medicine; Clinical psychology; Dementia; Psychotherapist; Social psychology","authors":[{"name":"A. George Awad","is_ca":true},{"name":"Lakshmi N.P. Voruganti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05579451945753411,"gpt":0.386098591713241,"spread":0.3303040722557069,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002009688,0.0004870739,0.001225886,0.0001630032,0.0002071859,0.0000302515,0.001244191,0.0002523227,0.0003431768],"category_scores_gemma":[0.00001978579,0.0003733363,0.0007054612,0.0001293447,0.0003308749,0.0000423368,0.0001582352,0.0006564026,0.001753606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003782235,"about_ca_system_score_gemma":0.0001903182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001889754,"about_ca_topic_score_gemma":0.000002112375,"domain_scores_codex":[0.9979044,0.0002867221,0.0007444958,0.0005297672,0.0001258632,0.0004087469],"domain_scores_gemma":[0.997215,0.001012195,0.0007362883,0.0008976842,0.00003288901,0.0001058833],"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":[0.00005569582,0.00002965485,3.455411e-7,0.0007076348,0.0006137585,0.00002187136,0.0006258163,0.00002581261,2.865127e-7,0.001407668,0.1008357,0.8956758],"study_design_scores_gemma":[0.0005284992,0.00004229565,4.354537e-7,0.0008651011,0.0002755124,0.00007053633,0.0002828882,0.000005526997,0.00000463935,0.00001739045,0.9975642,0.0003430062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000164969,0.9604369,9.926794e-7,0.00004631967,0.006833799,0.0006749756,0.0002115317,0.00005204588,0.0315784],"genre_scores_gemma":[0.00009983753,0.9959584,0.00001790775,0.00006372265,0.0009858488,0.0001711823,0.00005037066,0.0001210719,0.002531674],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8967285,"threshold_uncertainty_score":0.9998719,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969235047","doi":"10.1007/s001270050301","title":"The psychological well-being of family members of individuals with schizophrenia","year":2001,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":252,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Schizophrenia (object-oriented programming); Psychology; Family member; Clinical psychology; Psychological well-being; Scale (ratio); Psychiatry; Mental illness; Mental health; Medicine","authors":[{"name":"Leona Martens","is_ca":true},{"name":"Jean Addington","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03333718651907399,"gpt":0.3472061106235436,"spread":0.3138689241044696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003048177,0.0004404797,0.001082374,0.000225132,0.0006949218,0.00001228709,0.0007330844,0.0006301247,0.000232236],"category_scores_gemma":[0.000171595,0.0002994197,0.0003136794,0.001047078,0.001748408,0.00007832335,0.0001058753,0.0007470079,0.00002541325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002306271,"about_ca_system_score_gemma":0.000068172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003083313,"about_ca_topic_score_gemma":0.00009999209,"domain_scores_codex":[0.9947876,0.001786928,0.001451748,0.0008068955,0.0002934881,0.0008732909],"domain_scores_gemma":[0.9957058,0.002187457,0.001166422,0.0006729528,0.000104386,0.0001629632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001361932,0.0003753359,0.7321155,0.00005712159,0.0003758869,0.000002923444,0.001268121,0.000007127047,0.00001489656,0.2404604,0.01675353,0.00720728],"study_design_scores_gemma":[0.003198025,0.001281489,0.8990671,0.00005098775,0.0002262274,0.0001230326,0.007168064,0.000007217774,0.000001966694,0.0798021,0.008627867,0.0004459507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9187243,0.007630428,0.0002870168,0.004838337,0.004986863,0.0004589451,0.00001892462,0.00007193046,0.06298323],"genre_scores_gemma":[0.9914805,0.000831711,0.004854369,0.001522432,0.0008496157,0.00007021251,0.00001419091,0.00005073612,0.0003262769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1669516,"threshold_uncertainty_score":0.9999458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2041400097","doi":"10.1034/j.1600-0447.2003.00153.x","title":"The first episode of psychosis: the experience of relatives","year":2003,"lang":"en","type":"article","venue":"Acta Psychiatrica Scandinavica","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":191,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Psychiatry; Psychosis; Psychology; Distress; Depression (economics); Intervention (counseling); Psychological distress; Clinical psychology; Quality of life (healthcare); Major depressive episode; Anxiety; Cognition; Psychotherapist","authors":[{"name":"J. Addington","is_ca":true},{"name":"E. L. Coldham","is_ca":true},{"name":"B. Jones","is_ca":true},{"name":"Tim Ko","is_ca":true},{"name":"Donald Addington","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01469310101953249,"gpt":0.2982984584342289,"spread":0.2836053574146964,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005505146,0.0002346848,0.0003007005,0.00008832388,0.0005143564,0.00002608562,0.001078054,0.0001302972,0.0002932599],"category_scores_gemma":[0.0001674078,0.0001371132,0.000206413,0.0009423305,0.0008409581,0.00008794838,0.0000642267,0.0002980428,0.0000331412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004239942,"about_ca_system_score_gemma":0.00002280846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004069783,"about_ca_topic_score_gemma":0.0001030726,"domain_scores_codex":[0.997794,0.0003339421,0.0006204242,0.0004041548,0.0004087393,0.000438743],"domain_scores_gemma":[0.9969603,0.0009913387,0.000525902,0.001367378,0.00008437898,0.0000706771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005076313,0.001116186,0.5164565,0.00008134924,0.0004610672,0.000003650581,0.04699495,0.000009267946,0.0005395547,0.1753583,0.254462,0.004009565],"study_design_scores_gemma":[0.002113836,0.0007110715,0.5163589,0.0001801924,0.0001727497,0.00006134054,0.03956133,0.00001159298,0.001294761,0.006871859,0.4320489,0.000613407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8132284,0.006429364,0.0001216453,0.004359006,0.005244353,0.0007872748,0.00002402299,0.00005942949,0.1697465],"genre_scores_gemma":[0.9978241,0.0002136943,0.0002963939,0.0001900278,0.00005878539,0.0002114463,0.000001201275,0.00003259013,0.001171784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1845957,"threshold_uncertainty_score":0.5591313,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2803826006","doi":"10.2196/10668","title":"Impact of Internet-Based Interventions on Caregiver Mental Health: Systematic Review and Meta-Analysis","year":2018,"lang":"en","type":"review","venue":"Journal of Medical Internet Research","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":167,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact; McMaster University; Hamilton Health Sciences","funders":"Canadian Institutes of Health Research","keywords":"CINAHL; PsycINFO; Psychological intervention; Mental health; Randomized controlled trial; MEDLINE; Medicine; Inclusion (mineral); Intervention (counseling); Gerontology; Family medicine; Nursing; Psychology; Psychiatry","authors":[{"name":"Diana Sherifali","is_ca":true},{"name":"Muhammad Usman Ali","is_ca":true},{"name":"Jenny Ploeg","is_ca":true},{"name":"Maureen Markle‐Reid","is_ca":true},{"name":"Ruta Valaitis","is_ca":true},{"name":"Amy Bartholomew","is_ca":true},{"name":"Donna Fitzpatrick‐Lewis","is_ca":true},{"name":"Carrie McAiney","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.377972609625743,"gpt":0.5927987089649663,"spread":0.2148260993392233,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02167462,0.0005868272,0.0108186,0.002582901,0.00005304347,0.00009781113,0.002660818,0.0005495702,0.01527088],"category_scores_gemma":[0.002501104,0.0003263791,0.01134512,0.001454908,0.000893675,0.00007731278,0.0005483385,0.002974127,0.000191221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210968,"about_ca_system_score_gemma":0.0008513072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001165639,"about_ca_topic_score_gemma":0.000112739,"domain_scores_codex":[0.9805317,0.009807847,0.00433655,0.0006184996,0.00405074,0.0006546482],"domain_scores_gemma":[0.9911881,0.00262545,0.003365088,0.001092095,0.0008864064,0.0008428719],"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":[0.00003483578,0.0006265375,0.00000315964,0.5931381,0.2277551,0.0001378197,0.0005975281,7.599954e-8,7.415525e-9,0.0001017168,0.1746593,0.002945838],"study_design_scores_gemma":[0.0005579197,0.004807116,0.000008123718,0.61975,0.3445295,0.0006371873,0.000310683,0.00001608287,2.666308e-7,0.000008563014,0.02904975,0.000324834],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002319613,0.995887,0.0001769753,0.001143597,0.0004965237,0.001801981,0.0001770291,0.000008720066,0.0002849618],"genre_scores_gemma":[0.001106448,0.9942409,0.00003287634,0.0003103036,0.0001238571,0.0001841498,0.00006293791,0.00007140492,0.003867157],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1456096,"threshold_uncertainty_score":0.9999188,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087712505","doi":"10.1097/00005053-200202000-00008","title":"THE EXPERIENCE OF PROVIDING CARE TO RELATIVES WITH CHRONIC MENTAL ILLNESS","year":2002,"lang":"en","type":"article","venue":"The Journal of Nervous and Mental Disease","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":159,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network; Western University","funders":"","keywords":"Mental illness; Psychiatry; Psychology; Medicine; Mental health","authors":[{"name":"Albina Veltman","is_ca":true},{"name":"Jill I. Cameron","is_ca":true},{"name":"Donna E. Stewart","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0151164182098657,"gpt":0.2797306095767841,"spread":0.2646141913669184,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001348612,0.000130463,0.0001441688,0.00003769613,0.0003969804,0.00003812966,0.0003108253,0.00001884306,0.000085027],"category_scores_gemma":[0.00001575053,0.00006445099,0.00005747804,0.0001128679,0.0003209644,0.000145909,0.00009057658,0.000130823,0.000005967336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001281008,"about_ca_system_score_gemma":0.00002214708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003257297,"about_ca_topic_score_gemma":0.0000113545,"domain_scores_codex":[0.9990082,0.000120338,0.0002460777,0.0001114148,0.0003092467,0.0002046631],"domain_scores_gemma":[0.9992328,0.0000943315,0.0002164309,0.0002178171,0.00005196922,0.000186593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.004776153,0.0006267593,0.03232584,0.000192914,0.0004340018,0.0002164484,0.8115262,0.0001877339,0.01770628,0.001019463,0.008460536,0.1225276],"study_design_scores_gemma":[0.004722958,0.003736279,0.1760604,0.001151308,0.0003253692,0.0006694788,0.7897649,0.0001601416,0.003617295,0.0001235905,0.01900481,0.0006633886],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844397,0.01315849,0.00001654704,0.0005986767,0.0004967827,0.0003111665,0.00002610503,0.000005912742,0.000946637],"genre_scores_gemma":[0.9988738,0.0002441157,0.00001447603,0.00009144074,0.00007325814,0.00001466167,0.000001028413,0.00001632442,0.000670856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1437346,"threshold_uncertainty_score":0.3053293,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2886333327","doi":"10.1371/journal.pone.0199830","title":"Economic burden of caregiving for persons with severe mental illness in sub-Saharan Africa: A systematic review","year":2018,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":138,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"African Population and Health Research Center; International Development Research Centre","keywords":"Mental illness; Medicine; MEDLINE; Psychiatry; Gerontology; Environmental health; Mental health; Intensive care medicine; Biology","authors":[{"name":"Rebecca Addo","is_ca":false},{"name":"Samuel Agyei Agyemang","is_ca":false},{"name":"Yeşim Tozan","is_ca":false},{"name":"Justice Nonvignon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07238946247164478,"gpt":0.3083854220042677,"spread":0.2359959595326229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009068214,0.0007125718,0.005481935,0.0003389782,0.00009008915,0.0000320419,0.0009268927,0.0003547884,0.0001912631],"category_scores_gemma":[0.0001274841,0.0005798004,0.0005441944,0.0003306385,0.0001875079,0.0001015511,0.000142335,0.0003585368,0.0002888534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009398608,"about_ca_system_score_gemma":0.0002077782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001361616,"about_ca_topic_score_gemma":0.0001015916,"domain_scores_codex":[0.9960771,0.0006278016,0.001427447,0.0008978408,0.0003699911,0.0005998041],"domain_scores_gemma":[0.9965807,0.0006493602,0.001289515,0.001280995,0.00008915523,0.000110238],"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":[0.00001836499,0.0003478126,0.000003242029,0.988445,0.00214491,0.00001411559,0.002489313,1.147833e-7,0.000001703011,0.00002793456,0.004846008,0.001661439],"study_design_scores_gemma":[0.0005928685,0.0002606496,7.249118e-7,0.9666157,0.00787469,0.00009125518,0.001098815,0.000004861057,0.000004200691,0.000003523853,0.02266991,0.000782805],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003019108,0.9851235,0.000004351125,0.00002516256,0.0003787749,0.01109043,0.0009680651,0.0000573954,0.002050481],"genre_scores_gemma":[0.0002548246,0.9904714,0.0001775968,0.00002644424,0.0001937305,0.007030741,0.0002279809,0.0002123075,0.001405002],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02182934,"threshold_uncertainty_score":0.9996653,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2130434501","doi":"10.1176/appi.ps.51.12.1517","title":"Perspectives of Women Living With Schizophrenia","year":2000,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":135,"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":"Winnipeg Foundation","keywords":"Schizoaffective disorder; Psychology; Mental illness; Poverty; Quality of life (healthcare); Psychiatry; Context (archaeology); Schizophrenia (object-oriented programming); Mental health; Social stigma; Stigma (botany); Health care; Medicine; Psychosis; Psychotherapist; Family medicine","authors":[{"name":"Wanda M. Chernomas","is_ca":true},{"name":"Diana E. Clarke","is_ca":false},{"name":"Francine A. Chisholm","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004803908238885574,"gpt":0.243806195935497,"spread":0.2390022876966114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002321427,0.0002083109,0.0002749454,0.000176842,0.0001017161,0.00002869185,0.0004636792,0.0000872396,0.009236338],"category_scores_gemma":[0.000002923861,0.0001748873,0.00006151378,0.000707733,0.00009040679,0.0001402896,0.00003131698,0.0001529699,0.0003886737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009548111,"about_ca_system_score_gemma":0.00002908517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007416512,"about_ca_topic_score_gemma":0.0000787538,"domain_scores_codex":[0.9984613,0.0001085343,0.000249358,0.000439989,0.0002689473,0.0004718404],"domain_scores_gemma":[0.9990265,0.0001230985,0.0001370094,0.0005458364,0.00005557082,0.0001120038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001829162,0.002368824,0.4843022,0.0008031276,0.000990776,0.00002243978,0.4581934,0.0001492301,0.0002296535,0.008982414,0.001232136,0.04089667],"study_design_scores_gemma":[0.001610518,0.0006494224,0.7794781,0.00008338049,0.00007099935,0.00004504395,0.2150059,0.00002881871,0.00001810988,0.0005289434,0.002007276,0.0004734515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9114031,0.002398139,0.000007035614,0.0001000266,0.0004413059,0.0001567677,0.000007700283,0.0001188126,0.08536714],"genre_scores_gemma":[0.9967108,0.00004884425,0.001327954,0.000201847,0.0002248211,0.0000681401,0.000002043352,0.0000421212,0.001373388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2951759,"threshold_uncertainty_score":0.9916694,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2111569175","doi":"10.1177/070674370404900909","title":"Stigma Impact on Moroccan Families of Patients with Schizophrenia","year":2004,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":127,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Schizophrenia (object-oriented programming); Psychiatry; Psychology; Stigma (botany); Psychosis; Medicine; Clinical psychology","authors":[{"name":"Nadia Kadri","is_ca":false},{"name":"F. Manoudi","is_ca":false},{"name":"S. Berrada","is_ca":false},{"name":"Driss Moussaoui","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008240895914139967,"gpt":0.2507788954328949,"spread":0.242537999518755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002489678,0.000198211,0.0002704513,0.00032298,0.0001994143,0.00003179528,0.0005681594,0.00008507974,0.0002484897],"category_scores_gemma":[0.00002225352,0.0001161562,0.0001519766,0.0002940177,0.000308487,0.00007971452,0.000008224899,0.0004371933,0.00003108394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003194931,"about_ca_system_score_gemma":0.001857126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0301716,"about_ca_topic_score_gemma":0.1511221,"domain_scores_codex":[0.9987174,0.00009401479,0.0003756129,0.0001313885,0.0003271,0.0003544285],"domain_scores_gemma":[0.9985638,0.00004305254,0.0004232519,0.0004270208,0.0001700053,0.0003728314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001501456,0.0002518469,0.9526026,0.00002514329,0.000572866,0.00004377454,0.004070426,0.005249122,0.000008527091,0.02274876,0.01060309,0.002322402],"study_design_scores_gemma":[0.00288308,0.001385697,0.9881632,0.0002430252,0.00006843647,0.00005190225,0.001754876,3.717918e-7,0.00002198099,0.005123833,0.0001448697,0.0001586973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917465,0.0004040659,0.00001266648,0.001309607,0.003116193,0.000146339,0.0000944385,0.000005605348,0.00316453],"genre_scores_gemma":[0.9985614,0.00000190615,0.0006808238,0.000436991,0.0002312778,0.0000020674,0.000003891349,0.00003476825,0.00004691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1209505,"threshold_uncertainty_score":0.9762866,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036773155","doi":"10.1016/j.schres.2005.01.013","title":"The role of family work in early psychosis","year":2005,"lang":"en","type":"review","venue":"Schizophrenia Research","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":121,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto; University of Calgary","funders":"","keywords":"Early psychosis; Alliance; Psychosis; Psychology; Intervention (counseling); Psychiatry; Political science","authors":[{"name":"Jean Addington","is_ca":true},{"name":"April Collins","is_ca":true},{"name":"Amanda McCleery","is_ca":true},{"name":"Donald Addington","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.125035612074542,"gpt":0.4540403864977302,"spread":0.3290047744231882,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004621197,0.0005224011,0.001488971,0.001089776,0.0003082605,0.0001562544,0.002979825,0.0007941688,0.0002081581],"category_scores_gemma":[0.0002503677,0.000369777,0.0005628004,0.003712774,0.000854932,0.00007525252,0.0005784944,0.003461423,0.002701267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004474646,"about_ca_system_score_gemma":0.0003576582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008584234,"about_ca_topic_score_gemma":0.0002283998,"domain_scores_codex":[0.9916781,0.003188783,0.001217394,0.0009900709,0.001495973,0.001429738],"domain_scores_gemma":[0.9939033,0.003110201,0.0003112538,0.002282836,0.0002085783,0.000183796],"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":[0.0003593562,0.0001555375,0.0001288874,0.0005209586,0.0001506993,0.00001786269,0.0005327208,1.57059e-7,8.813495e-7,0.003640587,0.006681337,0.987811],"study_design_scores_gemma":[0.000501867,0.0001064286,0.001992899,0.006759348,0.00004964735,0.000007209423,0.0006619478,3.139706e-7,8.278515e-7,0.0006957619,0.9888882,0.0003355478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001870597,0.9661227,4.461073e-7,0.00005117477,0.001189024,0.001571239,0.00004631636,0.00004486622,0.0291036],"genre_scores_gemma":[0.001498061,0.992408,0.0001665517,0.000009466902,0.0005387916,0.001450903,0.00002097766,0.0001691316,0.003738097],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9874755,"threshold_uncertainty_score":0.9998754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067556687","doi":"10.1007/s10597-014-9783-y","title":"Family Influence in Recovery from Severe Mental Illness","year":2014,"lang":"en","type":"article","venue":"Community Mental Health Journal","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":115,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Douglas Mental Health University Institute; Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Mental illness; Psychoeducation; Stressor; Psychology; Family support; Mental health; Social support; Stigma (botany); Clinical psychology; Psychiatry; Medicine; Psychotherapist; Psychological intervention","authors":[{"name":"Heather M. Aldersey","is_ca":true},{"name":"Rob Whitley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03687663607087422,"gpt":0.3459693671155378,"spread":0.3090927310446636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003007658,0.0003331214,0.0005204012,0.0002640311,0.001689708,0.0001266465,0.001147844,0.0001835429,0.0004463299],"category_scores_gemma":[0.00009222861,0.0003465592,0.000127846,0.0003245859,0.0002215441,0.0004926806,0.0004178659,0.002810867,0.0003025928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001496374,"about_ca_system_score_gemma":0.0001500917,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01800166,"about_ca_topic_score_gemma":0.001560665,"domain_scores_codex":[0.9930296,0.004495585,0.0008906922,0.0002731778,0.0004927155,0.0008182157],"domain_scores_gemma":[0.9976485,0.0005465518,0.000445035,0.0008652454,0.00006062442,0.0004340351],"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":[0.001995745,0.004043013,0.264606,0.0002350075,0.0003045678,0.00009968671,0.1639129,0.0002696125,0.00337711,0.000699489,0.1056094,0.4548475],"study_design_scores_gemma":[0.005000776,0.00101943,0.8987814,0.001062391,0.00001001488,0.0006681465,0.06986721,0.00007076054,0.00009445486,0.002673586,0.02007155,0.0006803272],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839205,0.001210949,0.00008955201,0.00114201,0.005549915,0.0003717749,0.0001436526,0.00006570701,0.00750597],"genre_scores_gemma":[0.9917867,0.0003287367,0.0004469149,0.006790113,0.0001855453,0.00002490502,0.000138791,0.00005331212,0.0002449874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6341754,"threshold_uncertainty_score":0.9998986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2034671382","doi":"10.1016/j.schres.2005.03.019","title":"Three-year outcome of family work in an early psychosis program","year":2005,"lang":"en","type":"article","venue":"Schizophrenia Research","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":115,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Intervention (counseling); Psychosis; Clinical psychology; Psychology; Psychiatry; Distress; Depression (economics); Quality of life (healthcare); Psychological distress; Family therapy; Global Assessment of Functioning; Early psychosis; Schizophrenia (object-oriented programming); Medicine; Mental health; Psychotherapist","authors":[{"name":"Jean Addington","is_ca":true},{"name":"Amanda McCleery","is_ca":true},{"name":"Donald Addington","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.149451192920565,"gpt":0.4588678648699875,"spread":0.3094166719494225,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002294554,0.0002553542,0.0004265702,0.0008612617,0.0001293734,0.000104742,0.001234125,0.0003079835,0.0005797396],"category_scores_gemma":[0.0001079489,0.0002486295,0.0001296653,0.002230468,0.0005306041,0.0002584879,0.0002409747,0.001305074,0.001439714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002049141,"about_ca_system_score_gemma":0.00005699077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001542002,"about_ca_topic_score_gemma":0.002190749,"domain_scores_codex":[0.9956201,0.000606875,0.0006698773,0.0007943615,0.001187902,0.001120911],"domain_scores_gemma":[0.9976851,0.0003027059,0.00009501857,0.001407613,0.0002516439,0.0002579014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002917092,0.001548079,0.7734429,0.00003453681,0.00004490333,0.00003095509,0.001632274,0.000009438061,0.0008497871,0.004737067,0.004875201,0.2098778],"study_design_scores_gemma":[0.002518061,0.0007565204,0.9928444,0.00009877542,0.000006230119,0.000001793374,0.001068165,0.00002851036,0.0001575934,0.0007517699,0.001494717,0.0002734567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876179,0.0004401011,0.00001965447,0.0004335793,0.0005841823,0.001139127,0.00001689094,0.0001532855,0.009595266],"genre_scores_gemma":[0.9887037,0.000008015281,0.009520758,0.00005538508,0.0003048417,0.0005886417,0.00001189072,0.00008249782,0.0007243173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2194016,"threshold_uncertainty_score":0.9999966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884172047","doi":"10.2196/11247","title":"Caregiver-Focused, Web-Based Interventions: Systematic Review and Meta-Analysis (Part 2)","year":2018,"lang":"en","type":"review","venue":"Journal of Medical Internet Research","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":108,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hamilton Health Sciences; Impact; McMaster University","funders":"","keywords":"Psychological intervention; Psychosocial; Social support; Medicine; Randomized controlled trial; MEDLINE; Family caregivers; Intervention (counseling); Peer support; Gerontology; Psychology; Nursing; Psychiatry; Psychotherapist","authors":[{"name":"Jenny Ploeg","is_ca":true},{"name":"Muhammad Usman Ali","is_ca":true},{"name":"Maureen Markle‐Reid","is_ca":true},{"name":"Ruta Valaitis","is_ca":true},{"name":"Amy Bartholomew","is_ca":true},{"name":"Donna Fitzpatrick‐Lewis","is_ca":true},{"name":"Carrie McAiney","is_ca":true},{"name":"Diana Sherifali","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3323714488962601,"gpt":0.5320762055351991,"spread":0.199704756638939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03546967,0.0006123958,0.01120512,0.002479191,0.00008634936,0.0002338636,0.0036684,0.0008824834,0.02990763],"category_scores_gemma":[0.006282247,0.0003585608,0.009122166,0.002052931,0.001053346,0.0001131743,0.0007347171,0.003840008,0.0007320131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004976394,"about_ca_system_score_gemma":0.0007363981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000149962,"about_ca_topic_score_gemma":0.00010966,"domain_scores_codex":[0.9771144,0.01204511,0.004304943,0.0007495247,0.005068945,0.0007170297],"domain_scores_gemma":[0.989417,0.004433722,0.002450688,0.001431459,0.001417493,0.0008497032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000008102038,0.0002134689,4.416208e-7,0.6343234,0.1737962,0.0006084671,0.0001019489,1.592475e-8,2.556359e-9,0.000120434,0.1883121,0.002515482],"study_design_scores_gemma":[0.0002350747,0.000346157,1.335034e-7,0.2754532,0.4481243,0.0004648293,0.0001246685,0.000004502689,6.90874e-8,0.00000845759,0.2750483,0.0001903348],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001417666,0.9949931,0.0002487903,0.001209272,0.0008715643,0.001659954,0.00007042233,0.00001903423,0.0009264347],"genre_scores_gemma":[0.00003120389,0.9881475,0.00005924828,0.0004560523,0.0003321883,0.0005212391,0.0000279805,0.00007954081,0.01034506],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3588702,"threshold_uncertainty_score":0.9998866,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107832369","doi":"10.1017/s1121189x00005546","title":"The WHO World Health Report 2001 on mental health","year":2002,"lang":"it","type":"article","venue":"Epidemiologia e Psichiatria Sociale","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":104,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mental health; Action (physics); Schizophrenia (object-oriented programming); Quarter (Canadian coin); Developing country; Psychiatry; Psychology; Medicine; Business; Economic growth; Geography; Economics","authors":[{"name":"Benedetto Saraceno","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08287944250636843,"gpt":0.3770144890603759,"spread":0.2941350465540075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01966515,0.001115936,0.002532737,0.0002579054,0.008451402,0.000343229,0.00159455,0.0006588776,0.002069242],"category_scores_gemma":[0.003850929,0.0009078741,0.001059097,0.001430926,0.001261517,0.0001503269,0.0004393827,0.002596978,0.003626517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003322081,"about_ca_system_score_gemma":0.0007539407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006368261,"about_ca_topic_score_gemma":0.004776267,"domain_scores_codex":[0.9785281,0.01061289,0.003872252,0.002140659,0.0009486614,0.00389739],"domain_scores_gemma":[0.9861196,0.006300359,0.004153499,0.002423992,0.0001251366,0.000877389],"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":[0.0001557242,0.0006247734,0.02642244,0.00007305525,0.0004034618,0.0000540312,0.00318371,0.00002477868,0.000001749505,0.0210059,0.9198182,0.02823216],"study_design_scores_gemma":[0.002694472,0.001569667,0.0350325,0.0004437852,0.00006302787,0.0001220211,0.005100705,0.0002696707,0.0000027817,0.004479911,0.9491402,0.001081257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02466915,0.06379168,0.0001458821,0.7144125,0.0616244,0.005140699,0.0006582223,0.0007898803,0.1287676],"genre_scores_gemma":[0.2169503,0.03877629,0.00283904,0.1755682,0.01611671,0.0006962046,0.0007148046,0.0006841691,0.5476543],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5388443,"threshold_uncertainty_score":0.9997041,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168235155","doi":"10.1017/s1041610204000857","title":"Understanding burden differences between men and women caregivers: the contribution of care-recipient problem behaviors","year":2005,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":101,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Hamilton Health Sciences; Lakehead University; St. Joseph's Care Group; Lakehead Psychiatric Hospital","funders":"Canada Research Chairs; Canadian Institutes of Health Research; Lakehead University","keywords":"Caregiver burden; Psychological intervention; Anger; Gerontology; Disease; Family caregivers; Psychology; Scale (ratio); Multilevel model; Clinical psychology; Medicine; Psychiatry; Dementia","authors":[{"name":"Michel Bédard","is_ca":true},{"name":"Rylee Kuzik","is_ca":true},{"name":"Lori Chambers","is_ca":true},{"name":"D. William Molloy","is_ca":true},{"name":"Sacha Dubois","is_ca":true},{"name":"Judith A. Lever","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03525547250706643,"gpt":0.3132234377392687,"spread":0.2779679652322022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003348506,0.000171806,0.0002180412,0.000178349,0.0001259447,0.00006815075,0.0004656999,0.0001209919,0.000214187],"category_scores_gemma":[0.00002989105,0.0001381565,0.00006885027,0.0002048915,0.0001794135,0.0001331584,0.00009975408,0.0001565763,0.00001563151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007969066,"about_ca_system_score_gemma":0.00002397345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001999091,"about_ca_topic_score_gemma":0.00003180639,"domain_scores_codex":[0.9984251,0.0001023548,0.0003762074,0.0003445,0.0004731175,0.0002787829],"domain_scores_gemma":[0.9990082,0.0002438038,0.0002653617,0.0002361193,0.0001689639,0.00007756938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006129453,0.0003130979,0.6793014,0.0000554188,0.001054554,0.00001228289,0.1934747,0.0001747828,0.001365109,0.08243583,0.01509077,0.0261092],"study_design_scores_gemma":[0.008081275,0.00105803,0.6543763,0.0002422839,0.0003678727,0.00004073682,0.2972624,0.0001450491,0.000513411,0.008804598,0.0279584,0.001149636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721789,0.0004002531,0.001531475,0.001271178,0.001645146,0.0004220484,0.0001413711,0.00004528354,0.02236429],"genre_scores_gemma":[0.9987635,0.00004682509,0.0001463082,0.00003981166,0.0005398212,0.00007883857,0.00004158955,0.0000179066,0.0003254233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1037877,"threshold_uncertainty_score":0.5633858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2757731570","doi":"10.1136/bmjopen-2017-017680","title":"Why involve families in acute mental healthcare? A collaborative conceptual review","year":2017,"lang":"en","type":"review","venue":"BMJ Open","topic":"Family Caregiving in Mental Illness","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":"Research Trainees Coordinating Centre; Barts Health NHS Trust; National Institute for Health and Care Research; Queen Mary University of London","keywords":"Psychoeducation; Mental health; Medicine; Thematic analysis; Context (archaeology); Multidisciplinary approach; Intervention (counseling); Nursing; Psychiatry; Qualitative research","authors":[{"name":"Ayşegül Dirik","is_ca":false},{"name":"Sima Sandhu","is_ca":false},{"name":"Domenico Giacco","is_ca":false},{"name":"Katherine Barrett","is_ca":false},{"name":"Gerry Bennison","is_ca":false},{"name":"Sue Collinson","is_ca":false},{"name":"Stefan Priebe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3180871813326281,"gpt":0.553883741238562,"spread":0.2357965599059338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002095171,0.0008915669,0.004865434,0.0002438867,0.000281357,0.0002908905,0.003919892,0.0006089086,0.0007597884],"category_scores_gemma":[0.0002302636,0.0007648036,0.0004342196,0.0006575224,0.0006030367,0.0003944191,0.002101287,0.0009370224,0.001354341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007703521,"about_ca_system_score_gemma":0.001296248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003369232,"about_ca_topic_score_gemma":0.002020196,"domain_scores_codex":[0.9932289,0.002621647,0.001602762,0.001288139,0.000522088,0.0007364466],"domain_scores_gemma":[0.9950141,0.0003241954,0.001751261,0.002542916,0.0001594866,0.000207997],"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":[0.00005413744,0.0001258703,0.0000242397,0.02746038,0.0006497097,0.0004842576,0.00420666,7.930898e-9,4.301531e-8,0.002659665,0.5371916,0.4271434],"study_design_scores_gemma":[0.0007101097,0.0001691866,0.00001415621,0.153684,0.0004051778,0.0001199563,0.003005275,5.553795e-8,1.302205e-7,0.00002495856,0.8411335,0.000733482],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001729277,0.9037451,6.057457e-7,0.001137721,0.003320846,0.04928105,0.00128034,0.00004241358,0.04119015],"genre_scores_gemma":[9.93771e-7,0.953721,0.0001605689,0.007162294,0.0001748835,0.03179194,0.001043083,0.0001399331,0.005805311],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4264099,"threshold_uncertainty_score":0.9994803,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037397921","doi":"10.1037/a0022873","title":"Goal adjustment capacities, coping, and subjective well-being: The sample case of caregiving for a family member with mental illness.","year":2011,"lang":"en","type":"article","venue":"Journal of Personality and Social Psychology","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":92,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; Concordia University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Disengagement theory; Psychology; Coping (psychology); Clinical psychology; Caregiver burden; Mental illness; Hopefulness; Cognitive reframing; Mental health; Psychiatry; Social psychology; Disease; Medicine; Gerontology","authors":[{"name":"Carsten Wrosch","is_ca":true},{"name":"Ella Amir","is_ca":true},{"name":"Gregory E. Miller","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05814165984798012,"gpt":0.3352918535117475,"spread":0.2771501936637674,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008430397,0.0002076755,0.0004730805,0.00008692294,0.0004098383,0.00001616325,0.0001641837,0.0001843745,0.0001398918],"category_scores_gemma":[0.00002962963,0.0001494821,0.0001438393,0.00009353655,0.00134393,0.0001107982,0.00004228287,0.0003364414,5.637527e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008438712,"about_ca_system_score_gemma":0.00005138934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002068436,"about_ca_topic_score_gemma":0.0005120737,"domain_scores_codex":[0.9984267,0.0003732212,0.0004281507,0.0002687463,0.0001928199,0.0003103671],"domain_scores_gemma":[0.9986811,0.0003928103,0.0005111816,0.0001405943,0.0001929359,0.00008133643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003276252,0.0005587639,0.0355668,0.0001755656,0.001350117,0.000276819,0.9148889,3.572233e-7,0.0005568576,0.02980161,0.007480217,0.006067799],"study_design_scores_gemma":[0.007397261,0.003010941,0.3203624,0.0001215317,0.0005410233,0.008822977,0.6448398,0.000005631047,0.0001747376,0.007195186,0.006985619,0.0005429302],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909105,0.0009261022,0.0008202203,0.0005738511,0.001276852,0.0003394918,0.0001014291,0.000007648868,0.005043925],"genre_scores_gemma":[0.9978572,0.00005300925,0.0004845555,0.001156748,0.0003098077,0.00002846972,0.000003854763,0.00002388051,0.00008245293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2847956,"threshold_uncertainty_score":0.6095703,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2801396767","doi":"10.1080/15332985.2018.1467845","title":"Relative invisibility: an integrative review of carers’ lived experiences of a family member’s emergency mental health crisis","year":2018,"lang":"en","type":"article","venue":"Social Work in Mental Health","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":87,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"CINAHL; PsycINFO; Mental health; Inclusion (mineral); Apprehension; Criminal justice; Medicine; MEDLINE; Psychology; Citation; Nursing; Psychiatry; Psychological intervention; Social psychology; Criminology; Political science","authors":[{"name":"Jennifer A. A. Lavoie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07198348488987494,"gpt":0.4388766716179687,"spread":0.3668931867280938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002038372,0.0003729706,0.001170359,0.0001888759,0.0005538529,0.000006704553,0.0005018416,0.000167979,0.00135742],"category_scores_gemma":[0.00005652258,0.0003540654,0.0002343143,0.001681293,0.0008327474,0.0002368241,0.0001657567,0.0004270979,0.0000264081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00134091,"about_ca_system_score_gemma":0.0003676282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006499256,"about_ca_topic_score_gemma":0.001083962,"domain_scores_codex":[0.9938983,0.002293166,0.00167602,0.0007565009,0.0006696274,0.0007064391],"domain_scores_gemma":[0.9979151,0.00007560276,0.001137627,0.0004683202,0.0001702881,0.0002330767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000315256,0.000716724,0.004348494,0.0009739446,0.0000736715,0.000001059982,0.9270098,2.870527e-8,0.00003437931,0.0007486891,0.05782291,0.007955069],"study_design_scores_gemma":[0.0008075226,0.002115255,0.01485632,0.004569253,0.00001108322,0.00000170125,0.9758438,0.000001589138,0.0001225022,0.0004333139,0.0009416043,0.0002960015],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593408,0.02648361,0.00002397321,0.003943825,0.003715651,0.00202341,0.0001615146,0.000047826,0.00425942],"genre_scores_gemma":[0.9912516,0.00409914,0.0007148719,0.003193783,0.0001493072,0.0002187134,0.0001532915,0.00004371882,0.0001755774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0568813,"threshold_uncertainty_score":0.9998912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2265066935","doi":"10.1111/hdi.12311","title":"An analysis of caregiver burden of patients with hemodialysis and peritoneal dialysis","year":2015,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":86,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Medicine; Peritoneal dialysis; Hemodialysis; Dialysis; Nephrology; Intensive care medicine; Quality of life (healthcare); Disease; Caregiver burden; Internal medicine; Emergency medicine; Nursing","authors":[{"name":"Işın Cantekin","is_ca":false},{"name":"Mehtap Kavurmacı","is_ca":false},{"name":"Mehtap Tan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01614344474204679,"gpt":0.2871987937372796,"spread":0.2710553489952328,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004347228,0.0002605003,0.000833054,0.001273471,0.00004622918,0.00004002282,0.0005607331,0.0001423581,0.0007484981],"category_scores_gemma":[0.00008827604,0.0002351511,0.0003125578,0.001297425,0.0003521281,0.0002662208,0.0001222678,0.0001159801,0.000009313292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001670216,"about_ca_system_score_gemma":0.00005333815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002666555,"about_ca_topic_score_gemma":0.0002332229,"domain_scores_codex":[0.9972177,0.0002482288,0.0006132175,0.000608141,0.001072213,0.0002404783],"domain_scores_gemma":[0.9973999,0.0001613105,0.0005074317,0.0007357177,0.0009869678,0.0002086995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005719576,0.0006226695,0.9518119,0.00001170889,0.01003592,0.000007643034,0.0224084,0.008155544,0.0002963866,0.0007110929,0.0002245547,0.00514225],"study_design_scores_gemma":[0.004368742,0.0004019561,0.9543196,0.0000249936,0.009454994,0.000002140163,0.01371798,0.01559651,0.0008853654,0.00009701781,0.0005414513,0.0005892261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930417,0.00006926719,0.001342677,0.00005965094,0.0004417043,0.0001456483,0.0003824183,0.00003021838,0.004486747],"genre_scores_gemma":[0.9976341,0.000004741727,0.001088691,0.00004279735,0.0001242785,0.00003616876,0.0008282876,0.00002997273,0.0002109195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00869042,"threshold_uncertainty_score":0.9589185,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996675267","doi":"10.1053/apnu.2001.25415","title":"Help-seeking for parents of individuals experiencing a first episode of schizophrenia","year":2001,"lang":"en","type":"article","venue":"Archives of Psychiatric Nursing","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":84,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University; Mount Sinai Hospital","funders":"","keywords":"Help-seeking; Mental illness; Feeling; Psychology; CLARITY; Distress; Schizophrenia (object-oriented programming); Stigma (botany); Clinical psychology; Psychiatry; Mental health; Social psychology","authors":[{"name":"Donna M. Czuchta","is_ca":true},{"name":"Elizabeth McCay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02119458524852767,"gpt":0.3178824959576038,"spread":0.2966879107090761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002072836,0.00023534,0.0005321755,0.0005571739,0.0001411749,0.000008869041,0.0005403008,0.00009189061,0.00004686993],"category_scores_gemma":[0.00008453248,0.0002500103,0.0002819915,0.0005082582,0.0003942463,0.0000949402,0.00005790221,0.0001401545,0.000002247348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002838063,"about_ca_system_score_gemma":0.0000335152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002142758,"about_ca_topic_score_gemma":0.00002419433,"domain_scores_codex":[0.9978372,0.0001223169,0.0008455788,0.000425347,0.0003086118,0.0004609813],"domain_scores_gemma":[0.9978885,0.000696488,0.0007237297,0.0005586799,0.0000454451,0.00008712862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001890113,0.002128575,0.6412547,0.0007548542,0.0003722977,0.000005044011,0.09020273,0.0001720125,0.01180549,0.009435764,0.001683548,0.2402949],"study_design_scores_gemma":[0.01831909,0.00352789,0.7959767,0.007301066,0.000820473,0.0002062095,0.09648661,0.001683654,0.02080607,0.05039814,0.00263166,0.001842403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664059,0.001945711,0.01619747,0.0001301206,0.00228152,0.0005354515,0.00007217195,0.00003608758,0.01239558],"genre_scores_gemma":[0.9577728,0.0000371912,0.0418217,0.00001765183,0.0001665509,0.00005732511,0.00001843409,0.00004745155,0.00006092048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2384525,"threshold_uncertainty_score":0.9999952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1480058276","doi":"10.1111/hdi.12018","title":"Effects on caregiver burden of education related to home care in patients undergoing hemodialysis","year":2012,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Daughter; Affect (linguistics); Dialysis; Family caregivers; Physical therapy; Sibling; Internal medicine; Psychology","authors":[{"name":"Mukadder Mollaoğlu","is_ca":false},{"name":"Mansur Kayataş","is_ca":false},{"name":"Birsen Yürügen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007851479716167594,"gpt":0.2817115946978366,"spread":0.273860114981669,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002304177,0.0002168569,0.0003258021,0.0008672916,0.00004596527,0.00002097955,0.0004011892,0.000162392,0.0004137994],"category_scores_gemma":[0.000185748,0.0002342862,0.0001795713,0.0005707452,0.00003490673,0.0001822052,0.0001145564,0.0001755352,0.0004153068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009153035,"about_ca_system_score_gemma":0.00006174867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003794472,"about_ca_topic_score_gemma":0.00003360699,"domain_scores_codex":[0.9979984,0.0002362248,0.0004469804,0.000399086,0.0005896937,0.0003296851],"domain_scores_gemma":[0.9986824,0.0003631239,0.0002010778,0.0003815393,0.0002446401,0.0001272146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003683587,0.001085929,0.8476697,0.00008232286,0.0005407258,0.000004666378,0.06530545,0.001639295,0.0005762408,0.002659444,0.00277424,0.07729363],"study_design_scores_gemma":[0.003375105,0.0002375104,0.982008,0.0003129058,0.0001762882,0.000002301108,0.008254701,0.00004759438,0.003385752,0.0001897768,0.001511569,0.0004984469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673169,0.0001642667,0.00004665919,0.0001303307,0.005233548,0.0003632343,0.00002489266,0.00003476457,0.02668538],"genre_scores_gemma":[0.9979753,0.00000383337,0.0002022869,0.0002742444,0.0002754968,0.0001376075,0.0002472961,0.00003763665,0.0008462369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1343383,"threshold_uncertainty_score":0.9553915,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2135021706","doi":"10.1037/a0025325","title":"Daily stress and cortisol patterns in parents of adult children with a serious mental illness.","year":2011,"lang":"en","type":"article","venue":"Health Psychology","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Aging; Social Sciences and Humanities Research Council of Canada","keywords":"Bedtime; Psychology; Mental illness; Schizophrenia (object-oriented programming); Depression (economics); Bipolar disorder; Psychological intervention; Young adult; Psychiatry; Medicine; Clinical psychology; Mental health; Mood; Developmental psychology","authors":[{"name":"Erin T. Barker","is_ca":false},{"name":"Jan S. Greenberg","is_ca":false},{"name":"Marsha Mailick Seltzer","is_ca":false},{"name":"David M. Almeida","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02701505540443337,"gpt":0.3357004900371414,"spread":0.308685434632708,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001532747,0.0002522303,0.0004829466,0.0002084799,0.00007360293,0.000005188791,0.000282964,0.0001755245,0.000288884],"category_scores_gemma":[0.000007090951,0.0002318161,0.00003152138,0.0002060757,0.0002817217,0.00006615634,0.00007307932,0.0003069836,0.0000290582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005956517,"about_ca_system_score_gemma":0.00003776831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005137746,"about_ca_topic_score_gemma":0.003421029,"domain_scores_codex":[0.997661,0.0003281863,0.0005712267,0.0006429147,0.0001722478,0.0006244223],"domain_scores_gemma":[0.9988483,0.0000271161,0.000341531,0.0005616677,0.00004199613,0.0001794585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004517567,0.0007010128,0.9617091,0.00008456397,0.00006992197,0.00003614597,0.02045087,2.082474e-7,0.00001522346,0.0001774777,0.0009008777,0.01540288],"study_design_scores_gemma":[0.003706592,0.001701568,0.9905017,0.0002071859,0.000009431979,0.000242739,0.003246923,0.000001514283,0.00004765954,0.00003816776,0.00006402984,0.0002324959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951376,0.0003019993,0.00009091603,0.0003689794,0.001075333,0.0008155034,0.0002505307,0.00004801565,0.00191108],"genre_scores_gemma":[0.9949952,0.0002274949,0.0002115409,0.004205557,0.00003127425,0.0001623179,0.00007584352,0.00004802422,0.00004278298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02879263,"threshold_uncertainty_score":0.9453186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2102623906","doi":"10.1177/0004867412455108","title":"The experiences of Australian parents with psychosis: The second Australian national survey of psychosis","year":2012,"lang":"en","type":"article","venue":"Australian & New Zealand Journal of Psychiatry","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":77,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Australian Government","keywords":"Psychiatry; Psychosis; Psychology; Quarter (Canadian coin); Schizophrenia (object-oriented programming); Mental health; Poverty; Clinical psychology; Developmental psychology; Medicine","authors":[{"name":"Linda Campbell","is_ca":false},{"name":"Mary‐Claire Hanlon","is_ca":false},{"name":"Abner Weng Cheong Poon","is_ca":false},{"name":"Стефаниа Паолини","is_ca":false},{"name":"Melanie Stone","is_ca":false},{"name":"Cherrie Galletly","is_ca":false},{"name":"Helen J. Stain","is_ca":false},{"name":"Martin Cohen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04538051711740747,"gpt":0.3370275938546878,"spread":0.2916470767372803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002374979,0.0004239268,0.0006032731,0.000209554,0.0002535621,0.00008565475,0.001419512,0.0002490273,0.001495538],"category_scores_gemma":[0.00005599982,0.000241169,0.0003153263,0.0007609535,0.0006698868,0.0004067843,0.00003922866,0.0007154469,0.00002933039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006513522,"about_ca_system_score_gemma":0.0002472541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001189811,"about_ca_topic_score_gemma":0.001730598,"domain_scores_codex":[0.9954749,0.0006416235,0.00152986,0.0003123448,0.001225785,0.0008154551],"domain_scores_gemma":[0.9960541,0.00037722,0.001993944,0.0006756944,0.0004717494,0.0004273464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000477026,0.000400926,0.5382653,0.00002552662,0.0004819015,0.000001316034,0.009460784,0.000007225623,0.00005029594,0.000325602,0.4501036,0.0004005259],"study_design_scores_gemma":[0.002002521,0.0008651798,0.9118819,0.0002977035,0.0001330326,0.0002524051,0.03574624,1.726016e-7,0.0005102466,0.0004479772,0.04755379,0.0003088941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803133,0.0005125299,0.000005115593,0.007255571,0.01026941,0.0003060677,0.00008603166,0.00001212462,0.001239868],"genre_scores_gemma":[0.9734472,0.00003696121,0.0005192005,0.0002023988,0.0008450385,0.00002677786,0.00001166494,0.00004636377,0.02486437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4025498,"threshold_uncertainty_score":0.9994172,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1989452476","doi":"10.1016/j.psc.2013.08.010","title":"What Characterizes Late-Life Depression?","year":2013,"lang":"en","type":"review","venue":"Psychiatric Clinics of North America","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":76,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital; University of Calgary","funders":"","keywords":"Depression (economics); Suicidal ideation; Grief; Psychiatry; Psychology; Late life depression; Incidence (geometry); Suicide prevention; Clinical psychology; Medicine; Poison control; Medical emergency; Cognition","authors":[{"name":"Zahinoor Ismail","is_ca":true},{"name":"Corinne E. Fischer","is_ca":true},{"name":"W. Vaughn McCall","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05683032568460847,"gpt":0.3847790744495832,"spread":0.3279487487649747,"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":[0.0003536963,0.001054644,0.004034625,0.0006264367,0.0001419267,0.0001306355,0.001893964,0.000704102,0.001989575],"category_scores_gemma":[0.0002351607,0.0008819809,0.001674439,0.001568793,0.0003735207,0.0003451618,0.0004305916,0.001330411,0.00464864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009922393,"about_ca_system_score_gemma":0.0003681144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001827918,"about_ca_topic_score_gemma":0.000009940597,"domain_scores_codex":[0.9934449,0.000725931,0.002910341,0.001436079,0.0006326787,0.000850066],"domain_scores_gemma":[0.9914021,0.001578475,0.003914765,0.002448818,0.0001772651,0.0004785148],"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":[0.00002417331,0.0005318818,0.003418911,0.004312653,0.0005886928,0.00001018914,0.0001849636,8.793668e-7,1.071366e-8,0.00001128317,0.01536918,0.9755472],"study_design_scores_gemma":[0.0004347056,0.0002338582,0.003682673,0.002834014,0.001249289,0.00001579311,0.0002141708,0.000002663158,8.818919e-9,0.00002134426,0.9904352,0.0008762648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001914957,0.9683745,0.00003686953,0.00005681214,0.02590078,0.001715325,0.0002573389,0.0001698108,0.001573645],"genre_scores_gemma":[0.00008455552,0.9941413,0.0008128081,0.0006963403,0.001003603,0.0006826613,0.0006734347,0.0002561422,0.001649097],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9750661,"threshold_uncertainty_score":0.9993631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2165763723","doi":"10.1177/1049732302239413","title":"Redefining Parental Identity: Caregiving and Schizophrenia","year":2003,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":75,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Victoria","funders":"","keywords":"Schizophrenia (object-oriented programming); Identity (music); Mental illness; Psychology; Mental health; Grounded theory; Psychiatry; Developmental psychology; Qualitative research; Sociology","authors":[{"name":"P. Jane Milliken","is_ca":true},{"name":"Herbert C. Northcott","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.380210045058074,"gpt":0.5810337501555511,"spread":0.2008237050974771,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0152363,0.0002036168,0.0003729391,0.0004540542,0.0009868297,0.0001498995,0.0002817275,0.0001258366,0.0004520511],"category_scores_gemma":[0.001908952,0.0002110269,0.00005384198,0.0009015609,0.0007026254,0.000284452,0.000170024,0.001013309,0.0004377317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004740947,"about_ca_system_score_gemma":0.0003095979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002635574,"about_ca_topic_score_gemma":0.0004065957,"domain_scores_codex":[0.9859284,0.01050238,0.0005041742,0.0007462557,0.001089073,0.001229694],"domain_scores_gemma":[0.9956779,0.003018483,0.0001345526,0.0004884591,0.0002551651,0.0004254144],"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":[0.0001214347,0.0001441645,0.006355937,0.0002704678,0.00006735678,0.00004157645,0.3178583,4.771302e-7,0.00013941,0.6489394,0.01541112,0.01065029],"study_design_scores_gemma":[0.002074112,0.0008855664,0.03440431,0.0004076117,0.000005475555,0.00006837839,0.9172665,0.000007883686,0.00008833568,0.03037301,0.01399422,0.0004246148],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9354506,0.007964903,0.0006628057,0.001745868,0.001234674,0.0007671787,0.00004789151,0.0001147295,0.05201138],"genre_scores_gemma":[0.9948878,0.00009593574,0.002128472,0.0004306121,0.00007372907,0.0002045104,0.00001535308,0.00005341318,0.002110126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6185664,"threshold_uncertainty_score":0.8605426,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W43430380","doi":"10.1177/070674370805300711","title":"Caregiving and Illness Beliefs in the Course of Psychotic Illness","year":2008,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":71,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Wellcome Trust","keywords":"Psychology; Mental illness; Psychiatry; Illness behavior; Psychosis; Life course approach; Clinical psychology; Medicine; Developmental psychology; Mental health","authors":[{"name":"Juliana Onwumere","is_ca":false},{"name":"Elizabeth Kuipers","is_ca":false},{"name":"Paul Bebbington","is_ca":false},{"name":"Graham Dunn","is_ca":false},{"name":"David Fowler","is_ca":false},{"name":"Daniel Freeman","is_ca":false},{"name":"Philip Watson","is_ca":false},{"name":"Philippa Garety","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01844836276613229,"gpt":0.2726187789072643,"spread":0.254170416141132,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001286149,0.0002124085,0.0003518158,0.0002820336,0.0005321914,0.00003721226,0.001014289,0.000138096,0.0001244972],"category_scores_gemma":[0.00004926604,0.00013338,0.000134932,0.0005081734,0.0008218893,0.0001100158,0.00001758516,0.0006952336,0.000008444654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009383345,"about_ca_system_score_gemma":0.001050087,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02115512,"about_ca_topic_score_gemma":0.2566814,"domain_scores_codex":[0.9979787,0.0004623609,0.0005968353,0.0001864255,0.0003189896,0.0004566434],"domain_scores_gemma":[0.9983686,0.0002437318,0.0004284878,0.0005868003,0.0001287117,0.0002437127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001117499,0.0002320984,0.7421581,0.0001024914,0.0002670718,0.0004449176,0.1643529,0.0001254884,0.00003143474,0.03878368,0.04834379,0.005046327],"study_design_scores_gemma":[0.001482128,0.0002429395,0.9045379,0.000383259,0.00007876372,0.005118731,0.07767789,0.000005942099,0.0000167898,0.006849352,0.003266646,0.000339681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971087,0.007874656,0.00002714488,0.009683526,0.006956962,0.0002194726,0.00002243528,0.000004742099,0.00412401],"genre_scores_gemma":[0.9979761,0.00005074709,0.0001353631,0.001239472,0.000415434,0.000008168841,0.000001164333,0.0000320154,0.0001415091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2355262,"threshold_uncertainty_score":0.9853631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1888263298","doi":"10.1007/978-94-007-4276-5_26","title":"The Impact of Mental Illness on the Family","year":2012,"lang":"en","type":"book-chapter","venue":"Handbooks of sociology and social research","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":68,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; Lawson Health Research Institute; Children’s Health Research Institute","funders":"","keywords":"Mental illness; Stressor; Perspective (graphical); Mental health; Psychology; Psychiatry","authors":[{"name":"William R. Avison","is_ca":true},{"name":"Jinette Comeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1589657629489086,"gpt":0.4432071290704964,"spread":0.2842413661215877,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003405634,0.0002869603,0.00054949,0.0001245369,0.001465037,0.00001684445,0.000664429,0.0009984913,0.000526173],"category_scores_gemma":[0.00009216359,0.0001619624,0.0003782208,0.00002775452,0.009998234,0.00002251598,0.0003354652,0.001688597,0.0000971542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001841736,"about_ca_system_score_gemma":0.0001733164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003486653,"about_ca_topic_score_gemma":0.0000122013,"domain_scores_codex":[0.9971739,0.0008708555,0.0003951512,0.0003250656,0.0005727991,0.0006622056],"domain_scores_gemma":[0.9949941,0.003954654,0.0002761403,0.0004451277,0.0002626205,0.00006733208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006737075,0.00007564444,0.0003578464,0.00003800305,0.0009730124,0.000005356869,0.04913339,6.858757e-8,0.0008834054,0.8812326,0.0452819,0.02134513],"study_design_scores_gemma":[0.004788671,0.005832913,0.08102632,0.001067537,0.0003372591,0.00003592197,0.1341517,0.00000376714,0.001137324,0.6227411,0.1468999,0.001977596],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3030743,0.01274126,0.000001332006,0.0006245308,0.0008464158,0.0008422148,0.0002424464,0.00001629924,0.6816112],"genre_scores_gemma":[0.9072812,0.001185068,0.000001283222,0.0000779653,0.0003810191,0.00007105874,0.00002357953,0.00005336546,0.09092552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6042068,"threshold_uncertainty_score":0.9998349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3117186227","doi":"10.2196/21708","title":"A Mobile App–Based Intervention Program for Nonprofessional Caregivers to Promote Positive Mental Health: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Mental health; Intervention (counseling); Randomized controlled trial; mHealth; Caregiver burden; Psychology; Medicine; Clinical psychology; Psychological intervention; Nursing; Psychiatry; Dementia","authors":[{"name":"Carme Ferré‐Grau","is_ca":false},{"name":"Laia Raigal‐Aran","is_ca":false},{"name":"Jael Lorca-Cabrera","is_ca":false},{"name":"Teresa Lluch‐Canut","is_ca":false},{"name":"Maria Ferré","is_ca":false},{"name":"Mar Lleixà Fortuño","is_ca":false},{"name":"Montserrat Puig Llobet","is_ca":false},{"name":"Maria Dolores Miguel-Ruiz","is_ca":false},{"name":"Núria Albacar-Riobóo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03715908642401416,"gpt":0.4215802402678057,"spread":0.3844211538437915,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002029338,0.0003749668,0.001777964,0.0001681854,0.0005183801,0.00005135782,0.0002091,0.0001869869,0.0001002361],"category_scores_gemma":[0.0001343839,0.0003102932,0.0004831897,0.0002810546,0.0001522443,0.00008002151,0.00006722575,0.0003548235,0.00002775501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003580179,"about_ca_system_score_gemma":0.0005095229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004769654,"about_ca_topic_score_gemma":0.00003937669,"domain_scores_codex":[0.9953423,0.001331801,0.001192122,0.0008338469,0.0004029246,0.0008970458],"domain_scores_gemma":[0.9973285,0.0004740926,0.0006920091,0.000236466,0.0001295521,0.001139357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8754312,0.001125563,0.00001160189,0.0007591571,0.0001157295,0.000002785078,0.02048304,0.000002401545,0.000009308602,0.0003791085,0.01649189,0.0851882],"study_design_scores_gemma":[0.9728437,0.01468844,0.0001580656,0.0003031657,0.00009456689,0.000003996192,0.004883374,0.001776792,0.000009996982,0.0000400125,0.004913235,0.0002846585],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.848208,0.001826023,0.004274235,0.02398811,0.004999008,0.1149436,0.0006341067,0.0004952158,0.0006316764],"genre_scores_gemma":[0.9382676,0.00003583709,0.00419053,0.01335964,0.0006171161,0.04234356,0.0005927708,0.00007856776,0.0005143146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09741247,"threshold_uncertainty_score":0.9999349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2093383239","doi":"10.1002/gps.1135","title":"Depression in frail elders: impact on family caregivers","year":2004,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; St Mary's Hospital Centre; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Health Canada","keywords":"Psychosocial; Depression (economics); Family caregivers; Medicine; Mental health; Quality of life (healthcare); Gerontology; Logistic regression; Geriatric Depression Scale; Psychiatry; Depressive symptoms; Anxiety; Nursing; Internal medicine","authors":[{"name":"Maida Sewitch","is_ca":true},{"name":"Jane McCusker","is_ca":true},{"name":"Nandini Dendukuri","is_ca":true},{"name":"Mark J. Yaffe⃰","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.011482778244174,"gpt":0.3216363424612728,"spread":0.3101535642170988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035456,0.0002327089,0.0002886664,0.0008988,0.00003975423,0.00005827798,0.0008745462,0.0001736459,0.0003181578],"category_scores_gemma":[0.00004053797,0.0001923083,0.0003368858,0.0003321739,0.00005113826,0.0002482397,0.00005746992,0.0005548466,0.0001240176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007625481,"about_ca_system_score_gemma":0.0003080217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004920245,"about_ca_topic_score_gemma":0.00002396624,"domain_scores_codex":[0.9978973,0.0001027596,0.0006532848,0.0002663925,0.0007880596,0.0002922555],"domain_scores_gemma":[0.9987473,0.0001020181,0.0005629857,0.0002503212,0.0002038767,0.0001334569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008971243,0.004989476,0.7751871,0.00004009126,0.002008972,0.002632496,0.01329248,0.02976463,0.003473499,0.00651398,0.1117142,0.04141175],"study_design_scores_gemma":[0.01216173,0.001017872,0.9667899,0.0006468119,0.00005576073,0.0008286298,0.00947483,0.000006060364,0.0001807291,0.006651001,0.001708586,0.0004780994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599412,0.001496353,0.000530039,0.001113174,0.02543285,0.0001098983,0.00002020039,0.00002132965,0.01133496],"genre_scores_gemma":[0.9969254,0.00007391562,0.0008831716,0.0006502884,0.001334128,0.000005156078,0.000005471993,0.00003173572,0.00009075088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1916028,"threshold_uncertainty_score":0.7842103,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2885532864","doi":"10.1016/j.apnu.2018.08.005","title":"Exploring the Experiences of Parent Caregivers of Adult Children With Schizophrenia: A Systematic Review","year":2018,"lang":"en","type":"review","venue":"Archives of Psychiatric Nursing","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":62,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Royal Ottawa Mental Health Centre","funders":"Murdoch University","keywords":"Psychology; Distress; Perspective (graphical); Qualitative research; Mental health; Schizophrenia (object-oriented programming); Systematic review; Warrant; Framing (construction); Clinical psychology; Psychotherapist; Developmental psychology; MEDLINE; Psychiatry","authors":[{"name":"Lisa Young","is_ca":true},{"name":"Lisa Murata","is_ca":true},{"name":"Christine McPherson","is_ca":true},{"name":"Jean Daniel Jacob","is_ca":true},{"name":"Amanda Vandyk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05101409406650475,"gpt":0.3293192180081148,"spread":0.2783051239416101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003185189,0.0006050603,0.003338088,0.0005060079,0.0001312149,0.00001209739,0.001592794,0.00008934602,0.00002220366],"category_scores_gemma":[0.0001018232,0.0003593738,0.0009134136,0.001067538,0.001370475,0.00009879437,0.00009447466,0.0003765216,0.0000072631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004858303,"about_ca_system_score_gemma":0.0001774504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009204833,"about_ca_topic_score_gemma":0.000005354967,"domain_scores_codex":[0.9954613,0.00100204,0.00183233,0.0006627774,0.0006194768,0.0004220707],"domain_scores_gemma":[0.9944846,0.0007314797,0.002950275,0.001643119,0.0001020412,0.00008850938],"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":[0.00008129098,0.0003060736,0.00004125564,0.7804555,0.001383831,0.000001896393,0.06432103,4.502629e-7,1.586995e-7,0.0009165826,0.0004716614,0.1520203],"study_design_scores_gemma":[0.0004557218,0.0005706749,0.00009763132,0.9592857,0.006998125,0.0001420627,0.03162558,5.469525e-7,0.000003322019,0.00005909545,0.0003223241,0.000439176],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00324913,0.9881456,0.00008136546,0.00001641751,0.002281504,0.003115733,0.00004252005,0.00002937491,0.003038365],"genre_scores_gemma":[0.004127421,0.993151,0.001559937,0.00001122386,0.0001659286,0.0008417314,0.00002712436,0.00008458854,0.00003103162],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1788303,"threshold_uncertainty_score":0.9998858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2155530321","doi":"10.1177/1049732308327158","title":"Self-Care Behaviors of Spouses Caring for Significant Others With Alzheimer's Disease: The Emergence of Self-Care Worthiness as a Salient Condition","year":2008,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Grounded theory; Context (archaeology); Self care; Psychology; Salient; Disease; Qualitative research; Developmental psychology; Social psychology; Gerontology; Health care; Medicine; Sociology","authors":[{"name":"Karen Furlong","is_ca":true},{"name":"Judith Wuest","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2209092784691775,"gpt":0.5237511120994609,"spread":0.3028418336302834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002486759,0.0002421696,0.0004579252,0.0002801345,0.0006726821,0.0000121089,0.0005198002,0.00009043873,0.0001362383],"category_scores_gemma":[0.0001962912,0.0001794242,0.0001259276,0.0007166079,0.001021635,0.00009877927,0.00008895701,0.0004228659,0.00001652521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002871822,"about_ca_system_score_gemma":0.001089178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004540406,"about_ca_topic_score_gemma":0.0002883701,"domain_scores_codex":[0.9933926,0.003201068,0.0006861036,0.0006004457,0.001354286,0.0007654373],"domain_scores_gemma":[0.9947569,0.002127264,0.0004181239,0.0007068774,0.001707208,0.000283613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001074565,0.0005957893,0.03810714,0.001905448,0.0003152808,0.0000266979,0.9462077,0.00006401733,0.0001069159,0.008172375,0.002697764,0.0007263051],"study_design_scores_gemma":[0.001116392,0.002111165,0.09521285,0.0004021617,0.00007897311,0.000003878301,0.8992016,0.0000111008,0.0008361565,0.0002135887,0.0005737407,0.0002383659],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878405,0.006219279,0.0001865919,0.0006189377,0.0002911069,0.003521509,0.0006115202,0.00008362766,0.00062698],"genre_scores_gemma":[0.9967789,0.0001546686,0.001228667,0.0001447183,0.00004598772,0.001411113,0.000115621,0.00007163474,0.00004869133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0571057,"threshold_uncertainty_score":0.7316706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2106865734","doi":"10.1111/nhs.12205","title":"Predictors of depressive symptoms and physical health in caregivers of individuals with schizophrenia","year":2015,"lang":"en","type":"article","venue":"Nursing and Health Sciences","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":59,"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":"Psychological intervention; Social support; Coping (psychology); Psychiatry; Clinical psychology; Family caregivers; Depressive symptoms; Medicine; Health care; Schizophrenia (object-oriented programming); Caregiver burden; Physical health; Psychology; Mental health; Gerontology; Cognition; Disease; Dementia","authors":[{"name":"Chanya Thunyadee","is_ca":false},{"name":"Yajai Sitthimongkol","is_ca":false},{"name":"Sopin Sangon","is_ca":false},{"name":"Teradech Chai‐Aroon","is_ca":false},{"name":"Kathleen Hegadoren","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04116274708061102,"gpt":0.3691001287452346,"spread":0.3279373816646236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007508665,0.00009398368,0.0003213827,0.0001789179,0.0001125391,0.00001249033,0.000125079,0.0000363196,0.00000108443],"category_scores_gemma":[0.00001142252,0.00007291388,0.00001084681,0.0003567977,0.001407397,0.00009560026,0.00002025823,0.0001061653,2.25242e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007270477,"about_ca_system_score_gemma":0.0003657503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002149061,"about_ca_topic_score_gemma":0.00009983684,"domain_scores_codex":[0.9987668,0.0001492282,0.0002144064,0.0002925758,0.0002884121,0.0002885741],"domain_scores_gemma":[0.9993331,0.00007892022,0.0002509721,0.0001114251,0.00003400926,0.0001916159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007778523,0.0001701479,0.8467148,0.00009126888,0.00001301615,9.036473e-7,0.1152296,0.00004275284,0.00000895011,0.002119972,0.001138766,0.03439197],"study_design_scores_gemma":[0.002044686,0.003063356,0.9476383,0.001348887,0.00001021943,0.0000213871,0.04465573,0.0001205535,0.00007000423,0.0008681667,0.00003650957,0.0001221987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942337,0.00257752,0.00001656053,0.00156986,0.0003363057,0.0002024345,0.00001631537,0.00001261225,0.001034753],"genre_scores_gemma":[0.9994206,0.00002868,0.0003914953,0.0001091084,0.00002873353,0.000005253658,0.00000164789,0.000005239651,0.000009254031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1009235,"threshold_uncertainty_score":0.5185614,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2100119383","doi":"10.1080/016128400248004","title":"LIVING WITH SCHIZOPHRENIA: THE FAMILY ILLNESS EXPERIENCE","year":2000,"lang":"en","type":"review","venue":"Issues in Mental Health Nursing","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":58,"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":"","keywords":"Schizophrenia (object-oriented programming); Mental illness; Family member; Stigma (botany); Psychology; Psychiatry; Social stigma; Nursing; Mental health; Medicine; Clinical psychology; Family medicine","authors":[{"name":"Ursula Teschinsky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04857573427621494,"gpt":0.4286399496270177,"spread":0.3800642153508028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009390999,0.0009188033,0.002071394,0.0003913682,0.000869888,0.0001508112,0.001322613,0.0004019025,0.0004001265],"category_scores_gemma":[0.00001369576,0.000638552,0.0002444506,0.001139029,0.0008720667,0.0002018659,0.0001214552,0.001443945,0.0003140998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002073288,"about_ca_system_score_gemma":0.0003372988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001391788,"about_ca_topic_score_gemma":0.00008863373,"domain_scores_codex":[0.9937028,0.001652896,0.001266168,0.001246548,0.000730129,0.001401462],"domain_scores_gemma":[0.9973499,0.0004887608,0.0005769974,0.001334702,0.00002192207,0.0002277095],"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":[0.00004762843,0.0002644424,0.00002036089,0.002063615,0.00003808248,0.0000390835,0.06484123,0.000001480072,5.51094e-8,0.0002246743,0.003216196,0.9292431],"study_design_scores_gemma":[0.0003830353,0.0002264514,0.0001842842,0.130499,0.00005925719,0.0003858898,0.03744641,0.000003083904,1.921004e-7,0.0000245301,0.8300486,0.0007392464],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001112526,0.9805614,0.00001133938,0.0002803981,0.0052097,0.002367954,0.00004886653,0.0001671159,0.01024074],"genre_scores_gemma":[0.001770922,0.9944865,0.000420598,0.000577712,0.0004662277,0.0007744958,0.00007218357,0.0002280976,0.001203224],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9285039,"threshold_uncertainty_score":0.9996065,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2607133411","doi":"10.1111/eip.12400","title":"Barriers and facilitators to implementing family support and education in Early Psychosis Intervention programmes: A systematic review","year":2017,"lang":"en","type":"review","venue":"Early Intervention in Psychiatry","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Mental Health Association; Centre for Addiction and Mental Health","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Psychoeducation; PsycINFO; Intervention (counseling); Psychological intervention; Early psychosis; Psychology; Systematic review; Inclusion (mineral); Family support; MEDLINE; Evidence-based practice; Clinical psychology; Medicine; Nursing; Psychiatry; Alternative medicine; Social psychology","authors":[{"name":"Avra Selick","is_ca":true},{"name":"Janet Durbin","is_ca":true},{"name":"Nhi Vu","is_ca":true},{"name":"K. O’Connor","is_ca":true},{"name":"Tiziana Volpe","is_ca":true},{"name":"Elizabeth Lin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03440440677896552,"gpt":0.4193014036658516,"spread":0.3848969968868861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003764988,0.000807294,0.002687569,0.001361263,0.00017114,0.0004171926,0.0008144936,0.0004683186,0.0001863386],"category_scores_gemma":[0.0003611224,0.0007986149,0.0009175492,0.0006011415,0.0001294905,0.0004305244,0.0003157847,0.00081733,0.0001914262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003699026,"about_ca_system_score_gemma":0.0001602854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002253574,"about_ca_topic_score_gemma":0.001166639,"domain_scores_codex":[0.9926049,0.001570406,0.003282095,0.001372288,0.0004013609,0.000768957],"domain_scores_gemma":[0.9963992,0.0001046926,0.001784579,0.001279979,0.00009596127,0.0003355515],"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":[0.00001340757,0.000232413,0.01919209,0.534113,0.0002526137,0.000005616154,0.001069941,5.632724e-9,2.267443e-8,0.0003226351,0.003309362,0.4414889],"study_design_scores_gemma":[0.0009439132,0.0006233255,0.0162725,0.9019779,0.001074288,0.00006693866,0.004424246,2.337174e-7,2.016954e-8,0.0002016041,0.07359143,0.0008236361],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0113999,0.9728406,0.00004065745,0.0000814939,0.006787303,0.007731734,0.0001031528,0.00007297905,0.0009421976],"genre_scores_gemma":[0.004036708,0.9814501,0.0003789716,0.0002951906,0.0001416361,0.01062021,0.0001741077,0.0001751139,0.002727939],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4406652,"threshold_uncertainty_score":0.9994465,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1983150987","doi":"10.1111/j.1447-0349.2009.00624.x","title":"Caregiver experience in mental illness: A perspective from a rural community in South Africa","year":2009,"lang":"en","type":"article","venue":"International Journal of Mental Health Nursing","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":57,"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 illness; Mental health; Qualitative research; Medicine; Nursing; Perspective (graphical); Psychology; Psychiatry; Sociology","authors":[{"name":"Thandisizwe Redford Mavundla","is_ca":true},{"name":"Ferenc Tóth","is_ca":true},{"name":"Makua Leah Mphelane","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04364853771537278,"gpt":0.4046458979511389,"spread":0.3609973602357661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005533884,0.0001887708,0.0003356058,0.0004849238,0.00015084,0.00005014858,0.0007032304,0.00007898218,0.0001344128],"category_scores_gemma":[0.0000381358,0.0001936019,0.0001055117,0.0002286708,0.0001647331,0.0003655604,0.00004794221,0.000832256,0.00001093871],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005175057,"about_ca_system_score_gemma":0.0001187378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003049398,"about_ca_topic_score_gemma":0.0001965652,"domain_scores_codex":[0.9974335,0.000603916,0.0007185875,0.0001842525,0.0006782805,0.0003814653],"domain_scores_gemma":[0.9989678,0.0001083443,0.0004758269,0.0001726488,0.0001299348,0.0001454545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001034703,0.001198064,0.007826363,0.000002063338,0.0000353909,0.000123371,0.9594778,0.00002226254,0.0006040617,0.0005165136,0.0006811534,0.02847828],"study_design_scores_gemma":[0.003691091,0.0004744867,0.129802,0.001916161,0.000003732958,0.000187321,0.8613752,0.00005924738,0.0001811312,0.001931082,0.0001848029,0.000193727],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861308,0.001958222,0.00005778694,0.004218319,0.00427366,0.000216341,0.00006756266,0.00001302507,0.003064335],"genre_scores_gemma":[0.9985545,0.00003107611,0.0002743753,0.0008894264,0.00017382,0.00000576487,0.00001812247,0.0000149206,0.00003804759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1219756,"threshold_uncertainty_score":0.9986439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2355781443","doi":"10.1186/s40064-016-2244-z","title":"The voices of family caregivers of seniors with chronic conditions: a window into their experience using a qualitative design","year":2016,"lang":"en","type":"article","venue":"SpringerPlus","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Glenrose Rehabilitation Hospital; Health Sciences Centre; Covenant Health; Alberta Medical Association; Grey Nuns Community Hospital; Alzheimer Society of Canada; University of Alberta","funders":"Canadian Institutes of Health Research; University of Alberta; Alzheimer Society; Alzheimer's Society","keywords":"Family caregivers; Thematic analysis; Focus group; Health care; Psychology; Qualitative research; Psychological resilience; Coping (psychology); Nursing; Mental health; Medicine; Clinical psychology; Social psychology; Psychiatry","authors":[{"name":"Suzette Brémault‐Phillips","is_ca":true},{"name":"Jasneet Parmar","is_ca":true},{"name":"Melissa Johnson","is_ca":true},{"name":"Arlene Huhn","is_ca":true},{"name":"Anna Mann","is_ca":true},{"name":"Victoria Tian","is_ca":true},{"name":"Lori‐Ann R. Sacrey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04923430324190191,"gpt":0.3621218845424743,"spread":0.3128875813005724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004564113,0.000195337,0.0002766634,0.00009871515,0.0001840071,0.00001379905,0.0004331352,0.00007437264,0.00005108578],"category_scores_gemma":[0.00007906304,0.0001068198,0.00007905131,0.0002775037,0.001422603,0.0001522601,0.00008270932,0.00009197152,0.00001140416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002886788,"about_ca_system_score_gemma":0.0001681423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001609372,"about_ca_topic_score_gemma":0.0001444876,"domain_scores_codex":[0.9983117,0.0004571374,0.0003191101,0.000322291,0.0002743439,0.0003154125],"domain_scores_gemma":[0.9976622,0.001197459,0.0003678265,0.0005576205,0.0001610141,0.00005390793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006673948,0.0001102914,0.003442958,0.00009730144,0.0004740482,0.00002348245,0.5371245,0.0002646258,0.4431113,0.005737032,0.0001608733,0.008786232],"study_design_scores_gemma":[0.003486951,0.00130405,0.02776032,0.001530383,0.00009783221,0.00003083799,0.787315,0.00008967525,0.1754722,0.001463966,0.0007960026,0.0006527366],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855102,0.001180621,0.01151508,0.00005959265,0.0004825829,0.0004087532,0.0000269808,0.0000353826,0.0007808289],"genre_scores_gemma":[0.9984888,0.0000297283,0.00113742,0.00001891418,0.00003409271,0.00009482956,6.429185e-7,0.0000285841,0.0001669349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2676391,"threshold_uncertainty_score":0.524164,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2381668094","doi":"10.1037/prj0000193","title":"Recovery and severe mental illness: The role of romantic relationships, intimacy, and sexuality.","year":2016,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Jewish General Hospital; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"PsycINFO; Mental illness; Psychology; Thematic analysis; Facilitator; Psychosocial; Human sexuality; Clinical psychology; Interpersonal relationship; Mental health; Qualitative research; Psychotherapist; Social psychology; MEDLINE","authors":[{"name":"Marie‐Eve Boucher","is_ca":true},{"name":"Danielle Groleau","is_ca":true},{"name":"Rob Whitley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008264880909640905,"gpt":0.2661189890162569,"spread":0.257854108106616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001643742,0.0001456864,0.0001895277,0.0002049683,0.0004040391,0.00005012943,0.0001657432,0.00009399054,0.0001809211],"category_scores_gemma":[0.0004943506,0.00008811812,0.00007561334,0.0002686206,0.000330214,0.0003134335,0.0000534611,0.0002663385,0.00001936595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006705789,"about_ca_system_score_gemma":0.0000374734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000313026,"about_ca_topic_score_gemma":0.000008199091,"domain_scores_codex":[0.9978803,0.0008312396,0.0005526837,0.0002630406,0.0002742212,0.0001984879],"domain_scores_gemma":[0.9972467,0.001907974,0.0003587882,0.0002887943,0.0001016286,0.00009609883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001938032,0.0001547202,0.8454469,0.00003954686,0.0001010675,9.424052e-7,0.01411304,0.000002480773,0.0006648805,0.008166338,0.006109735,0.1250065],"study_design_scores_gemma":[0.001398819,0.0004786934,0.8919613,0.00007642393,0.00006041737,0.0004592492,0.03393611,0.00001239397,0.0000111394,0.06631982,0.005092877,0.0001927386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867227,0.003012737,0.0004114573,0.005790138,0.001731937,0.0002864733,0.00001928474,0.00001972875,0.002005549],"genre_scores_gemma":[0.9970213,0.000186694,0.002228355,0.00006186692,0.0001627729,0.00002041224,0.000001648475,0.00002007608,0.0002969058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1248138,"threshold_uncertainty_score":0.3593353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210829828","doi":"10.3390/ijerph19031862","title":"Disease-Related Risk Factors for Caregiver Burden among Family Caregivers of Persons with Schizophrenia: A Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Beijing Normal University","keywords":"Schizophrenia (object-oriented programming); Psychosocial; Caregiver burden; Psychopathology; Disease; Psychological intervention; Meta-analysis; Psychiatry; Clinical psychology; Psychology; Burden of disease; Disease burden; Medicine; Gerontology; Dementia","authors":[{"name":"Man‐Man Peng","is_ca":false},{"name":"Jianli Xing","is_ca":false},{"name":"Xinfeng Tang","is_ca":false},{"name":"Qinglu Wu","is_ca":false},{"name":"Dannuo Wei","is_ca":false},{"name":"Mao‐Sheng Ran","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1400216942905848,"gpt":0.4076916504459976,"spread":0.2676699561554129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003726141,0.0004096444,0.003733305,0.001396388,0.0002679529,0.00009833901,0.0009416763,0.0001234425,0.001019238],"category_scores_gemma":[0.0004095988,0.0002715062,0.001420178,0.0005362422,0.0006446519,0.0002307117,0.0002982,0.001102339,0.000002100015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022171,"about_ca_system_score_gemma":0.0005466349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000817716,"about_ca_topic_score_gemma":0.00002799209,"domain_scores_codex":[0.992995,0.002579443,0.001428583,0.0005375633,0.00195533,0.0005040859],"domain_scores_gemma":[0.994315,0.002042748,0.002323019,0.0004333779,0.0001480521,0.0007378518],"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":[0.0002475462,0.001017772,0.0009223875,0.2823212,0.6793163,0.0003084358,0.009911381,0.00001038273,1.273746e-7,0.0004067391,0.00222754,0.02331013],"study_design_scores_gemma":[0.003385426,0.003925504,0.002627225,0.03394894,0.7290948,0.0005073124,0.08014455,0.00001521341,5.078022e-8,0.0001016932,0.1449174,0.00133186],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002030711,0.9906608,0.00002844942,0.0004105459,0.0001525739,0.002225389,0.004411571,0.000005495152,0.00007444401],"genre_scores_gemma":[0.02151763,0.9771577,0.00004069232,0.00004976218,0.00003433453,0.0003237941,0.0002939205,0.00005404119,0.0005281155],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2483723,"threshold_uncertainty_score":0.9999737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2318826202","doi":"10.1037/h0095002","title":"Quality of life: Perspectives of people with mental illnesses and family members.","year":2002,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St Joseph's Health Care","funders":"","keywords":"Perspective (graphical); Mental illness; Quality of life (healthcare); Family support; Mental health; Psychology; Qualitative research; Quality (philosophy); Peer support; Service (business); Medicine; Psychiatry; Sociology; Psychotherapist; Business; Social science","authors":[{"name":"Deborah Corring","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01627694603676712,"gpt":0.297049495327242,"spread":0.2807725492904748,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008205072,0.0001695918,0.0004072632,0.0002986445,0.000141807,0.00002217283,0.0001724273,0.00007602005,0.0008138544],"category_scores_gemma":[0.0003207333,0.0001395886,0.0001275616,0.0005769912,0.0003501621,0.0002130799,0.00002328011,0.0002239609,0.000006702805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006237533,"about_ca_system_score_gemma":0.0000349332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001587025,"about_ca_topic_score_gemma":0.00002143539,"domain_scores_codex":[0.9977883,0.0005037056,0.000738134,0.0002847729,0.0004838004,0.0002013519],"domain_scores_gemma":[0.997883,0.0007342997,0.0006664891,0.0002803486,0.0003015594,0.0001342946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005307688,0.001122936,0.8280501,0.0002339319,0.0002395539,9.914477e-7,0.1498429,0.00004083367,0.0007062027,0.003413641,0.01118599,0.004632137],"study_design_scores_gemma":[0.002032623,0.001020664,0.7754328,0.00003241107,0.00003441349,0.00004707935,0.220613,0.0000171166,0.00001074357,0.0004557803,0.0001421827,0.0001612282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831561,0.005767025,0.0002780508,0.001167611,0.001403491,0.0002587837,0.00001776015,0.00001846126,0.007932723],"genre_scores_gemma":[0.9924615,0.0001249889,0.00710965,0.00003961673,0.00009662707,0.00001625118,0.000001298825,0.00002200135,0.0001280656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07077008,"threshold_uncertainty_score":0.8911135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2987069937","doi":"10.1016/j.jad.2019.11.008","title":"Strategies for engaging patients and families in collaborative care programs for depression and anxiety disorders: A systematic review","year":2019,"lang":"en","type":"review","venue":"Journal of Affective Disorders","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Quebec Rehabilitation Research Network; McMaster University; Université du Québec à Montréal; Ontario Centre of Excellence for Child and Youth Mental Health; Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Centres Intégré Universitaires de Santé et de Services Sociaux; Université du Québec à Chicoutimi; Université Laval","funders":"Canadian Institutes of Health Research; National Institute for Health and Care Research","keywords":"Depression (economics); Anxiety; Psychology; Collaborative Care; Psychiatry; Clinical psychology; MEDLINE; Psychotherapist; Medicine; Mental health","authors":[{"name":"Matthew Menear","is_ca":true},{"name":"Michèle Dugas","is_ca":true},{"name":"Emmanuelle Careau","is_ca":true},{"name":"Maud‐Christine Chouinard","is_ca":true},{"name":"Maman Joyce Dogba","is_ca":true},{"name":"Marie‐Pierre Gagnon","is_ca":true},{"name":"Michel Gervais","is_ca":true},{"name":"Michel Gilbert","is_ca":true},{"name":"Janie Houle","is_ca":true},{"name":"Nick Kates","is_ca":true},{"name":"Sarah Knowles","is_ca":false},{"name":"Neasa Martin","is_ca":false},{"name":"Donald E. Nease","is_ca":false},{"name":"Hervé Tchala Vignon Zomahoun","is_ca":true},{"name":"France Légaré","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01792957977986338,"gpt":0.3514679497358853,"spread":0.3335383699560219,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007975165,0.0005506673,0.002887215,0.0003372408,0.0001227253,0.0001071664,0.0002537424,0.0002709955,0.000001314657],"category_scores_gemma":[0.0004690891,0.0003984533,0.000432131,0.0004122358,0.0001351552,0.0003191014,0.00007230206,0.0004491935,6.232769e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000230163,"about_ca_system_score_gemma":0.0002061612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000333497,"about_ca_topic_score_gemma":0.0003063756,"domain_scores_codex":[0.9970014,0.0009326509,0.0009850306,0.0004910892,0.000244999,0.0003448449],"domain_scores_gemma":[0.9962804,0.001424951,0.001584405,0.0002360194,0.0004025013,0.00007174479],"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":[0.00004135039,0.0001174916,0.0008296838,0.5671642,0.0003286735,4.650998e-7,0.00488281,7.774461e-7,5.284235e-8,0.00004661975,0.0001718728,0.426416],"study_design_scores_gemma":[0.003870416,0.001812833,0.0003500681,0.8228727,0.004142573,0.00001857332,0.1302791,0.000005056883,1.538172e-7,0.0003661488,0.03550652,0.0007758485],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000768105,0.9824051,0.0002672244,0.00001233359,0.0006799854,0.01549972,0.0001230686,0.00001088973,0.0002335762],"genre_scores_gemma":[0.005554588,0.9913815,0.0001896249,0.00003338111,0.00002787242,0.002641917,0.00007628177,0.00008459299,0.00001027989],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4256402,"threshold_uncertainty_score":0.9998468,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026174497","doi":"10.1097/nmd.0b013e3181fe7450","title":"The Burden of Anxiety Disorders on the Family","year":2010,"lang":"en","type":"article","venue":"The Journal of Nervous and Mental Disease","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University Medical Centre; McMaster University","funders":"","keywords":"Anxiety; Quality of life (healthcare); Mood; Psychiatry; Clinical psychology; Psychological intervention; Mood disorders; Psychology; Medicine; Anxiety disorder; Psychotherapist","authors":[{"name":"Rhandi Senaratne","is_ca":true},{"name":"Michael Van Ameringen","is_ca":true},{"name":"Catherine Mancini","is_ca":true},{"name":"Beth Patterson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01031447432982536,"gpt":0.2682589582559388,"spread":0.2579444839261134,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005849574,0.0001148103,0.0001130447,0.00002254425,0.0003341618,0.00003925424,0.0004841628,0.00003000439,0.00007396514],"category_scores_gemma":[0.00004757701,0.00004684075,0.0001190877,0.00006813042,0.0004432529,0.00005107394,0.00007989156,0.0003480487,0.00001121722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000142957,"about_ca_system_score_gemma":0.00002649891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001133799,"about_ca_topic_score_gemma":0.00001079869,"domain_scores_codex":[0.9990556,0.0001575762,0.0002409154,0.00007848471,0.000295131,0.0001722742],"domain_scores_gemma":[0.9989272,0.0003329554,0.0002322251,0.0003502351,0.00003467698,0.0001227157],"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":[0.0107627,0.002015827,0.02505384,0.0001092362,0.001320247,0.00007528052,0.05746097,0.0002934314,0.1137964,0.0320802,0.3407294,0.4163025],"study_design_scores_gemma":[0.003773922,0.001303425,0.6193485,0.000228186,0.000527276,0.000222369,0.1272322,0.0003021871,0.0005042222,0.01118119,0.2348579,0.0005186006],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868668,0.001380093,0.000004081902,0.006188026,0.00143411,0.0001845245,0.00003484837,0.000004633646,0.003902923],"genre_scores_gemma":[0.9980589,0.0006565618,0.000003409196,0.0004927166,0.0002041364,0.00000461201,0.000001032106,0.00001448491,0.0005641966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5942947,"threshold_uncertainty_score":0.2570136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973226994","doi":"10.1177/136346150003700207","title":"Caregiver Responses to Symptoms of First-Onset Psychosis: A Comparative Study of Chinese- and Euro-Canadian Families","year":2000,"lang":"en","type":"article","venue":"Transcultural Psychiatry","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Mental illness; Psychiatry; Sibling; Ethnic group; Psychosis; Psychology; Stigma (botany); Schizophrenia (object-oriented programming); Mental health; Chinese people; Caregiver burden; Medicine; Clinical psychology; China; Disease; Developmental psychology; Dementia","authors":[{"name":"Andrew G. Ryder","is_ca":false},{"name":"Graham Bean","is_ca":false},{"name":"Kenneth L. Dion","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01981579202693545,"gpt":0.3088075588301276,"spread":0.2889917668031921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001494249,0.0003660338,0.0006003365,0.0002750074,0.0001746078,0.00002191611,0.0004263165,0.0001272572,0.0007101367],"category_scores_gemma":[0.000006786475,0.0002895248,0.0001440216,0.0006792715,0.0002413245,0.000115576,0.00001330382,0.0002132276,0.00006603394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003697159,"about_ca_system_score_gemma":0.00003290877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03798887,"about_ca_topic_score_gemma":0.181256,"domain_scores_codex":[0.9979122,0.0002976743,0.0005297888,0.0005619209,0.0002994991,0.000398912],"domain_scores_gemma":[0.998891,0.0000992015,0.00009328822,0.0005526726,0.00009643002,0.0002674083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001353093,0.00075064,0.7507856,0.00007730022,0.0004057504,0.000005668164,0.2406398,0.00004235446,0.0001115405,0.00009779236,0.00475875,0.0009717162],"study_design_scores_gemma":[0.002426443,0.001766006,0.9210259,0.0001213381,0.00009344078,0.00003082118,0.07314,0.000003571244,0.00001520429,0.00005793541,0.0009825821,0.0003368097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986391,0.0007308588,0.000001433838,0.000613817,0.001145502,0.001013463,0.000268873,0.00005148468,0.009783573],"genre_scores_gemma":[0.998346,0.00001945477,0.0001292524,0.0002285706,0.00005743595,0.0001018363,0.00001290746,0.00002990244,0.001074606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1702403,"threshold_uncertainty_score":0.9999557,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1595549381","doi":"10.1159/000151085","title":"AN ANALYSIS OF FAMILY DATA ON 1000 PATIENTS ADMITTED TO A CANADIAN MENTAL HOSPITAL","year":2008,"lang":"en","type":"article","venue":"Acta Genetica et Statistica Medica","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":51,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University; University Hospital","funders":"","keywords":"Mental hospital; Medicine; Psychiatry; Demography; Pediatrics; Sociology","authors":[{"name":"Ian Gregory","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03422444633567012,"gpt":0.3456517747849892,"spread":0.3114273284493191,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003197309,0.000302239,0.0005248206,0.0006960389,0.0001686996,0.00002106845,0.001395749,0.0001538425,0.002539912],"category_scores_gemma":[0.0003908469,0.0003061581,0.00006591839,0.0009186311,0.0003530785,0.00007961364,0.0001976296,0.0002336074,0.0001847371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002206521,"about_ca_system_score_gemma":0.0003992178,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06306887,"about_ca_topic_score_gemma":0.02412576,"domain_scores_codex":[0.9965656,0.0003377266,0.0005476465,0.0009497827,0.0009319243,0.0006673455],"domain_scores_gemma":[0.9960722,0.0003601683,0.000144875,0.002129661,0.0001529328,0.001140186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004387955,0.003954145,0.2011384,0.00003308048,0.004448793,0.0005652301,0.03947851,0.00005100981,0.001096449,0.003686183,0.7163911,0.02871833],"study_design_scores_gemma":[0.0008210478,0.001527144,0.9796883,0.0000253349,0.0005024945,0.000002984311,0.001475416,0.0006690582,0.00004552726,0.00001394844,0.01484987,0.0003788712],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975859,0.00002902081,0.0006641581,0.001482866,0.001147005,0.0005786712,0.01185604,0.000047479,0.008335803],"genre_scores_gemma":[0.9869814,0.00002582626,0.003551661,0.003912913,0.00004529564,0.00005310293,0.005253292,0.00005617353,0.000120367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7785499,"threshold_uncertainty_score":0.999939,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123933457","doi":"10.1093/ageing/afm059","title":"Major depression among medically ill elders contributes to sustained poor mental health in their informal caregivers","year":2007,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Douglas Mental Health University Institute; St Mary's Hospital Centre","funders":"","keywords":"Depression (economics); Medicine; Comorbidity; Mental health; Psychiatry; Longitudinal study; Multivariate analysis; Spouse; Observational study; Internal medicine","authors":[{"name":"Jane McCusker","is_ca":true},{"name":"Éric Latimer","is_ca":true},{"name":"Martín G. Cole","is_ca":true},{"name":"Antonio Ciampi","is_ca":true},{"name":"Maida Sewitch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007606418227609247,"gpt":0.2735970304981372,"spread":0.2659906122705279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000703274,0.0001701277,0.0002520271,0.0002208976,0.000203555,0.00004046988,0.0001733545,0.0001183984,0.00004796885],"category_scores_gemma":[0.00008191459,0.0001467942,0.00004214821,0.0002385656,0.0001185995,0.0001524094,0.0001518534,0.0002341833,0.000007812479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001466145,"about_ca_system_score_gemma":0.00002720786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003472699,"about_ca_topic_score_gemma":0.003315332,"domain_scores_codex":[0.9985439,0.00007527244,0.0003252013,0.0002843957,0.0001552352,0.0006159623],"domain_scores_gemma":[0.9993373,0.0001618042,0.00008478451,0.0001695266,0.00002909477,0.0002174678],"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":[0.001092188,0.0002679457,0.2043718,0.0002021408,0.0002462316,0.01426024,0.1730301,0.00002633186,0.00484708,0.001357301,0.03835887,0.5619398],"study_design_scores_gemma":[0.003327598,0.0001859191,0.8517521,0.0004154785,0.000008582756,0.00001830464,0.1307371,0.00002951533,0.0005109868,0.00006658717,0.0126459,0.0003019279],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897088,0.0005186704,0.001274072,0.001515441,0.0005949477,0.0004857324,0.00001071786,0.00006007386,0.005831486],"genre_scores_gemma":[0.9946032,0.00002020935,0.00009385827,0.004702603,0.00005064761,0.00001440919,0.0000374915,0.00001802991,0.0004595147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6473804,"threshold_uncertainty_score":0.5986095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168447977","doi":"10.3109/01612840903383992","title":"Perceptions and Needs of Parents during a Young Adult's First Psychiatric Hospitalization: “We're All on This Little Island and We're Going to Drown Real Soon”","year":2010,"lang":"en","type":"article","venue":"Issues in Mental Health Nursing","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":48,"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":"Snowball sampling; Feeling; Mental health; Psychiatry; Perception; Mental illness; Coping (psychology); Medicine; Social support; Isolation (microbiology); Psychology; Psychotherapist; Social psychology","authors":[{"name":"Diana E. Clarke","is_ca":true},{"name":"Joanne Winsor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01282253874638615,"gpt":0.3487282918973498,"spread":0.3359057531509636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002603911,0.0002794219,0.0003755484,0.0004544755,0.0004279043,0.00006236413,0.0001841253,0.0001795509,0.0001837972],"category_scores_gemma":[0.0000210067,0.0003022126,0.00004297546,0.0004568796,0.000185351,0.0001745468,0.00007329506,0.0003749426,0.00002768802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003185368,"about_ca_system_score_gemma":0.00002424186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001640325,"about_ca_topic_score_gemma":0.003325776,"domain_scores_codex":[0.9980096,0.0001342619,0.0005405113,0.000464758,0.0003020799,0.0005488056],"domain_scores_gemma":[0.9991058,0.00006738954,0.0001792396,0.0003690211,0.00003689706,0.0002416338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003107055,0.000727053,0.4745972,0.0006838456,0.00003091143,0.000007998984,0.4995983,0.00001556615,0.000600443,0.0006133017,0.01007715,0.01273749],"study_design_scores_gemma":[0.004527269,0.001973673,0.7571868,0.006286241,0.00005228297,0.0001386002,0.2255201,0.0003432888,0.0002782744,0.0004929151,0.002262223,0.000938234],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806213,0.001537998,0.00001432974,0.007312459,0.003210479,0.0007561543,0.00007338291,0.00006278719,0.006411096],"genre_scores_gemma":[0.996097,0.001561458,0.0009186005,0.0003412674,0.0002188485,0.00004843933,0.00004734491,0.00005546068,0.0007115555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2825896,"threshold_uncertainty_score":0.999943,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2138037726","doi":"10.1046/j.1365-2850.2003.00623.x","title":"Predictors of psychological distress in family caregivers of persons with psychiatric disabilities","year":2003,"lang":"en","type":"article","venue":"Journal of Psychiatric and Mental Health Nursing","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation; McGill University; Douglas Mental Health University Institute; Université Laval","funders":"","keywords":"Psychological distress; Stressor; Distress; Mental health; Psychiatry; Psychology; Family caregivers; Clinical psychology; Medicine; Gerontology","authors":[{"name":"Hélène Provencher","is_ca":true},{"name":"Michel Perreault","is_ca":true},{"name":"Myreille St‐Onge","is_ca":true},{"name":"Michel Rousseau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01833224705851157,"gpt":0.3326896439190949,"spread":0.3143573968605833,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006298646,0.0002396755,0.0006617504,0.0004809197,0.0001188839,0.00000940736,0.0002070571,0.0001290614,0.00003880513],"category_scores_gemma":[0.00002334365,0.000188648,0.0001516592,0.0006795482,0.0005428781,0.0001303697,0.00001053334,0.0004056442,5.696932e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002859714,"about_ca_system_score_gemma":0.0001173434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001726324,"about_ca_topic_score_gemma":0.00002511075,"domain_scores_codex":[0.9973579,0.000400714,0.001045271,0.0002969758,0.0004641341,0.000435009],"domain_scores_gemma":[0.9983321,0.0001469529,0.0009817752,0.0002330541,0.00006624079,0.0002398714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001857928,0.003357037,0.926571,0.0005522594,0.0001184464,0.00001072636,0.04101663,0.00002861543,0.00008531431,0.00322589,0.0113472,0.01182898],"study_design_scores_gemma":[0.007620424,0.007605366,0.662886,0.001120051,0.0001141275,0.0006821945,0.318533,0.0000047761,0.00002323837,0.0005051413,0.0005645141,0.0003412506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977019,0.01139454,0.000141776,0.0005341314,0.004095881,0.000350858,0.00006332127,0.000008415916,0.00639211],"genre_scores_gemma":[0.9968602,0.0003989107,0.002462072,0.00008434028,0.0000938262,0.000004230255,0.000003915812,0.0000242496,0.00006825183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2775163,"threshold_uncertainty_score":0.7692844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2261602102","doi":"10.1186/s12913-016-1280-2","title":"Barriers to mental health service utilisation in Sudan - perspectives of carers and psychiatrists","year":2015,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":47,"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":"Trinity College Dublin","keywords":"Nursing research; Health administration; Health informatics; Medicine; Public health; Mental health; Mental health service; Nursing; Service (business); Health services research; Psychiatry; Family medicine","authors":[{"name":"Sara Hemati Ali","is_ca":false},{"name":"Vincent I. O. Agyapong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0757375314173496,"gpt":0.4640149748582916,"spread":0.3882774434409419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004892325,0.0001847944,0.0004046417,0.0007406388,0.0002583991,0.00004055905,0.000475175,0.000116348,0.0000871117],"category_scores_gemma":[0.00005450122,0.0001955397,0.00003067126,0.001637879,0.0001244853,0.0001597706,0.0002438515,0.0004110422,0.00005637868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172534,"about_ca_system_score_gemma":0.001537235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07740217,"about_ca_topic_score_gemma":0.04737946,"domain_scores_codex":[0.9948987,0.0019517,0.0005718535,0.0006815759,0.0009478622,0.0009483569],"domain_scores_gemma":[0.9973778,0.0001910583,0.0001553808,0.0005602854,0.0003654458,0.001350084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005929167,0.0001396398,0.3789464,0.001551251,0.00001533214,0.000001756344,0.6142814,0.00002903036,0.00002972179,0.0009020361,0.001705198,0.001805303],"study_design_scores_gemma":[0.001335774,0.0006759356,0.3022335,0.0002755267,9.279784e-7,0.000005772825,0.6935461,0.0001916389,0.00001318223,0.0001070174,0.001490314,0.0001243318],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851595,0.004658074,0.0000103766,0.006218295,0.0006163932,0.001550952,0.00008102471,0.00003894782,0.001666401],"genre_scores_gemma":[0.9961629,0.0000865248,0.000758998,0.002622999,0.00008223058,0.0001144111,0.00003570408,0.00003853771,0.00009769868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0792647,"threshold_uncertainty_score":0.9700034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037423187","doi":"10.1111/j.1600-0447.2007.01125.x","title":"Clinical diagnoses in young offspring from eastern Québec multigenerational families densely affected by schizophrenia or bipolar disorder","year":2007,"lang":"en","type":"article","venue":"Acta Psychiatrica Scandinavica","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Offspring; Bipolar disorder; Schizophrenia (object-oriented programming); Comorbidity; Family history; Medical diagnosis; Psychology; Psychiatry; Age of onset; Demography; Clinical psychology; Medicine; Internal medicine; Pregnancy; Disease; Mood; Genetics","authors":[{"name":"Michel Maziade","is_ca":true},{"name":"Nathalie Gingras","is_ca":true},{"name":"Nancie Rouleau","is_ca":true},{"name":"Stéphane Poulin","is_ca":true},{"name":"Valérie Jomphe","is_ca":true},{"name":"Marie‐Ève Paradis","is_ca":true},{"name":"Chantal Mérette","is_ca":true},{"name":"Marc‐André Roy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01772453534267748,"gpt":0.3233077625559255,"spread":0.305583227213248,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007390587,0.0005181004,0.0006435783,0.0004287668,0.0002964792,0.0001070626,0.0007456412,0.0004659488,0.000978579],"category_scores_gemma":[0.0003185698,0.0004661554,0.0002302594,0.0009641645,0.0002772284,0.0002331614,0.0001670099,0.0007767154,0.0003171781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002542925,"about_ca_system_score_gemma":0.0001909971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0966812,"about_ca_topic_score_gemma":0.2006462,"domain_scores_codex":[0.9957488,0.0004473509,0.00120836,0.001150803,0.0005542867,0.0008903646],"domain_scores_gemma":[0.996775,0.001669933,0.0003600409,0.0008145624,0.00007531844,0.0003052025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001222888,0.001401846,0.9541345,0.00001351621,0.0001526146,0.00005236913,0.001472742,0.000003284642,0.0007478478,0.00005914025,0.01571766,0.02502158],"study_design_scores_gemma":[0.004656537,0.0002918311,0.9705407,0.00007887855,0.00007543557,0.00001533223,0.001830049,0.00009956685,0.00006612081,0.00003312551,0.02167477,0.00063767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857066,0.00594298,0.0006635065,0.0004867582,0.004760643,0.00060739,0.0001482023,0.0002120959,0.001471884],"genre_scores_gemma":[0.9945308,0.0003675897,0.002450786,0.0004018714,0.0008017208,0.0001059291,0.0001864575,0.0001059716,0.001048855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.103965,"threshold_uncertainty_score":0.9999347,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W18194110","doi":"10.1177/070674371205700908","title":"The French Version of the Family Assessment Device","year":2012,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Cronbach's alpha; Discriminant validity; Psychology; Intraclass correlation; Clinical psychology; Reliability (semiconductor); Psychometrics; Internal consistency; Developmental psychology","authors":[{"name":"Mario Speranza","is_ca":false},{"name":"Fabian Guenolé","is_ca":false},{"name":"Anne Révah‐Levy","is_ca":false},{"name":"Pierre‐Jean Egler","is_ca":false},{"name":"Fethi Negadi","is_ca":false},{"name":"Bruno Falissard","is_ca":false},{"name":"Jean Marc Baleyte","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01809385620913768,"gpt":0.2924028305823282,"spread":0.2743089743731905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001586788,0.0001286531,0.0001542437,0.00007317755,0.0007407608,0.00004424017,0.001212882,0.00009067293,0.0002032683],"category_scores_gemma":[0.00003945925,0.0000622402,0.0001915675,0.0002727881,0.0003457891,0.00008950995,0.00003845193,0.0005962895,0.00004774625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002697397,"about_ca_system_score_gemma":0.001423437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02441487,"about_ca_topic_score_gemma":0.1337794,"domain_scores_codex":[0.9982734,0.0004398374,0.0004048472,0.00007981199,0.000362286,0.0004397913],"domain_scores_gemma":[0.9983014,0.0002030366,0.0004824628,0.0006175523,0.0001277776,0.000267773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001877344,0.00005804686,0.583698,0.00001340217,0.0002178953,0.000002916248,0.003032413,0.00002309868,0.00009385833,0.03123762,0.3794294,0.002174608],"study_design_scores_gemma":[0.0003603331,0.00007180835,0.9196551,0.00009133766,0.00009144538,0.0001079661,0.008243932,0.000002162825,0.00002199891,0.002031509,0.06923153,0.00009082692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8985501,0.008722109,0.00002497198,0.0161387,0.0349722,0.0001875263,0.00002252213,0.000004160436,0.04137774],"genre_scores_gemma":[0.9967622,0.00001063597,0.000323217,0.001455009,0.0006869529,0.000003122381,5.355341e-7,0.00001927513,0.0007390891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3359572,"threshold_uncertainty_score":0.9820817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022509925","doi":"10.1111/jan.12166","title":"Perceived stress and burnout among volunteer caregivers working in <scp>AIDS</scp> care in <scp>S</scp>outh <scp>A</scp>frica","year":2013,"lang":"en","type":"article","venue":"Journal of Advanced Nursing","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"National Research Foundation","keywords":"Burnout; Stressor; Psychosocial; Volunteer; Psychology; Medicine; Clinical psychology; Nursing; Psychiatry","authors":[{"name":"Olagoke Akintola","is_ca":true},{"name":"Wellington Mthokozisi. Hlengwa","is_ca":false},{"name":"Wenche Dageid","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0101770116432069,"gpt":0.2674706398744549,"spread":0.257293628231248,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005204186,0.0007567611,0.001250748,0.001419661,0.0002836378,0.0002958989,0.0008530435,0.0005341288,0.00001874626],"category_scores_gemma":[0.001723455,0.0007685983,0.0003173148,0.001118272,0.0005654119,0.001258132,0.0001462862,0.002028757,0.00003080092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001563416,"about_ca_system_score_gemma":0.0001192403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002947025,"about_ca_topic_score_gemma":0.0003020348,"domain_scores_codex":[0.9946193,0.0005735476,0.001393722,0.0009042363,0.0009498955,0.001559331],"domain_scores_gemma":[0.99435,0.002756807,0.001239166,0.0006392286,0.0004878898,0.0005268829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005120723,0.0006575171,0.4329397,0.0002328891,0.0002274059,0.001118975,0.4953889,0.006959905,0.007320254,0.00009755243,0.006603179,0.04840249],"study_design_scores_gemma":[0.003392826,0.0004302334,0.3950266,0.00453436,0.00008927968,0.0001647156,0.592959,0.00009500643,0.0006414567,0.0002767602,0.002274125,0.0001156316],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656471,0.008778682,0.0001383406,0.00006742781,0.004246416,0.0007340559,0.0000168928,0.00007052165,0.02030056],"genre_scores_gemma":[0.9955129,0.0002368053,0.002198433,0.0001295458,0.0005143618,0.00004093489,0.00001458838,0.0001662019,0.001186248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09757007,"threshold_uncertainty_score":0.9994765,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1603048844","doi":"10.1177/070674371405900705","title":"Caregiver Reports of Patient-Initiated Violence in Psychosis","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Institute for Health and Care Research; Wellcome Trust","keywords":"Psychiatry; Psychosis; Hostility; Mental health; Psychology; Clinical psychology; Coping (psychology); Psychoeducation; Suicide prevention; Poison control; Medicine; Psychological intervention; Medical emergency","authors":[{"name":"Juliana Onwumere","is_ca":false},{"name":"Sarah Grice","is_ca":false},{"name":"Philippa Garety","is_ca":false},{"name":"Paul Bebbington","is_ca":false},{"name":"Graham Dunn","is_ca":false},{"name":"Daniel Freeman","is_ca":false},{"name":"David Fowler","is_ca":false},{"name":"Elizabeth Kuipers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01352018444306162,"gpt":0.2610331722262651,"spread":0.2475129877832035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008406647,0.0001512595,0.0002905665,0.0003725522,0.0001055845,0.00002231754,0.0004569856,0.0001268394,0.0003514723],"category_scores_gemma":[0.0000913749,0.0001188494,0.0001415923,0.0003918548,0.0002341226,0.00007884535,0.0000126757,0.0004350642,0.00001801465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001399818,"about_ca_system_score_gemma":0.0005458126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05537861,"about_ca_topic_score_gemma":0.3393181,"domain_scores_codex":[0.9980773,0.0003381684,0.0007863001,0.0001778504,0.0002590522,0.000361299],"domain_scores_gemma":[0.9981462,0.00009005256,0.0007663797,0.0005550627,0.0001652499,0.0002770393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007006597,0.00009678003,0.9455383,0.00003187903,0.0001161269,0.0001945407,0.008552275,0.0001293104,0.00002971551,0.01034221,0.02771401,0.00718477],"study_design_scores_gemma":[0.001643743,0.0008890762,0.9192902,0.00189442,0.0001262465,0.001893241,0.0129044,0.0000135263,0.0001802867,0.05443398,0.006225204,0.0005056214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976766,0.001137606,0.00002200221,0.001793691,0.01019153,0.0001238144,0.000008982121,0.000005219068,0.009951078],"genre_scores_gemma":[0.9985191,0.000007272719,0.0003356274,0.0008790989,0.0001877093,0.000004808527,0.000001498032,0.00002526967,0.00003957132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2839395,"threshold_uncertainty_score":0.9509117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}