{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":288,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":288,"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"},"query_hash":"a64ebf253760","filters":{"venue":"Journal of Genetic Counseling"}},"results":[{"id":"W2115265250","doi":"10.1023/a:1014593404915","title":"Genetic Counseling and Screening of Consanguineous Couples and Their Offspring: Recommendations of the National Society of Genetic Counselors","year":2002,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":239,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Children's & Women's Health Centre of British Columbia","funders":"","keywords":"Genetic counseling; Medical genetics; Medicine; Family medicine; Consanguinity; Public health; Newborn screening; Consanguineous Marriage; Human genetics; Ethnic group; Offspring; Psychosocial; Pregnancy; Pediatrics; Genetics; Psychiatry; Nursing; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.0310765233088844,"gpt":0.2598217258754886,"spread":0.2287452025666042,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006399953,0.0001946634,0.0005350054,0.0001239484,0.0001252848,0.00001880809,0.0001730368,0.0001103178,0.00003355327],"category_scores_gemma":[0.0005010864,0.0001443781,0.0002036841,0.0002348779,0.0003510008,0.00004272439,0.00004713815,0.0002800937,2.455553e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002721003,"about_ca_system_score_gemma":0.0001530741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004681312,"about_ca_topic_score_gemma":0.000009165127,"domain_scores_codex":[0.9977639,0.00006917723,0.001146446,0.0001751448,0.0006437291,0.0002015978],"domain_scores_gemma":[0.99657,0.0009510177,0.001030977,0.0001801646,0.001137239,0.0001306188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008220182,0.001367328,0.3765346,0.002877699,0.003343626,0.00005435105,0.04023587,0.07338838,0.1857247,0.0001185659,0.01434117,0.3011917],"study_design_scores_gemma":[0.0115378,0.00252506,0.3562595,0.00905191,0.002260895,0.006389596,0.0099812,0.5664343,0.01942649,0.001423297,0.01367829,0.001031693],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.947998,0.03786698,0.01302524,0.000678619,0.000119035,0.0001977341,0.00004555292,0.000007189513,0.00006157179],"genre_scores_gemma":[0.9329026,0.02360862,0.04309795,0.0001958804,0.000144884,0.000001745676,0.000001271472,0.00002281692,0.00002419568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4930459,"threshold_uncertainty_score":0.5887567,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2888217156","doi":"10.1007/s10897-018-0294-9","title":"Alone in a Crowd? Parents of Children with Rare Diseases’ Experiences of Navigating the Healthcare System","year":2018,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Family and Disability Support Research","field":"Psychology","cited_by":230,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"Rare Disease Foundation","keywords":"Public health; Health care; Genetic counseling; Medicine; Human genetics; Family medicine; Nursing; Pediatrics; Genetics; Political science; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.02132504982808851,"gpt":0.3422202859338896,"spread":0.3208952361058011,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007561231,0.00009866347,0.0003224534,0.00006689257,0.00007892588,0.00001459079,0.0003439341,0.00005192252,0.00008255086],"category_scores_gemma":[0.00007217345,0.00006118145,0.00007763466,0.0002939285,0.0003429868,0.000046545,0.00002477939,0.0002608274,0.000002265567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003610669,"about_ca_system_score_gemma":0.0002233021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000677114,"about_ca_topic_score_gemma":0.0001321949,"domain_scores_codex":[0.9979845,0.0002672217,0.0007851333,0.0001486321,0.0005710102,0.0002434706],"domain_scores_gemma":[0.998496,0.0001721453,0.0005067642,0.0002770441,0.0004508984,0.00009715369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004751272,0.000157283,0.8944014,0.0001212852,0.00007756706,0.00002005781,0.09824327,0.00006959378,0.0001746661,0.0000116838,0.00006272997,0.006185294],"study_design_scores_gemma":[0.001223723,0.001240879,0.5433559,0.001282882,0.00004179344,0.0002665043,0.4517738,0.0001701004,0.0004908385,0.00004252711,0.000008480877,0.0001025874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947857,0.004452509,0.0001593892,0.0001195906,0.0002134324,0.0002102358,0.00001122898,0.00000354656,0.00004437865],"genre_scores_gemma":[0.9994978,0.00003285251,0.0002393954,0.00003476146,0.0001685455,0.00001138299,0.000001345373,0.000009754524,0.000004166031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3535305,"threshold_uncertainty_score":0.2494907,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2124079938","doi":"10.1007/s10897-014-9728-1","title":"Conceptualizing Genetic Counseling as Psychotherapy in the Era of Genomic Medicine","year":2014,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":145,"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","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Michael Smith Health Research BC","keywords":"Genetic counseling; Medical genetics; Genetic testing; Health care; Psychology; Medicine; Human genetics; Public health; Psychotherapist; Psychiatry; Nursing; Genetics; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.01173011432904455,"gpt":0.2938602283954732,"spread":0.2821301140664286,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001511947,0.0001864978,0.00032627,0.0001053263,0.00007165948,0.00002220569,0.0005312731,0.0001225682,0.00007558338],"category_scores_gemma":[0.0001170795,0.000142009,0.0001236695,0.0001800106,0.0001958424,0.000004891116,0.00001173377,0.000283213,0.000004036227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004390013,"about_ca_system_score_gemma":0.000326532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003520274,"about_ca_topic_score_gemma":0.00005237947,"domain_scores_codex":[0.9978665,0.0002507893,0.0009736745,0.000232245,0.0004331633,0.0002436302],"domain_scores_gemma":[0.9983925,0.000137864,0.0006340006,0.0004029319,0.0003718671,0.00006090038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002662564,0.00008568354,0.002663789,0.0000497596,0.0001623505,0.0000125745,0.01240867,0.04499855,0.8905858,0.00008554901,0.00217125,0.04650975],"study_design_scores_gemma":[0.02896684,0.01463793,0.07084236,0.002947816,0.001148276,0.005101113,0.0354071,0.02125113,0.1174355,0.03357083,0.665547,0.003144042],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9348463,0.02767973,0.03583392,0.0007023977,0.0006000524,0.0001512902,0.000001909207,0.000002491947,0.000181941],"genre_scores_gemma":[0.9746376,0.01463329,0.007782205,0.001644803,0.001238295,0.000006628337,0.000002736842,0.00003423684,0.00002023013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7731503,"threshold_uncertainty_score":0.579096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052700799","doi":"10.1007/s10897-011-9465-7","title":"Identification of Individuals at Risk for Lynch Syndrome Using Targeted Evaluations and Genetic Testing: National Society of Genetic Counselors and the Collaborative Group of the Americas on Inherited Colorectal Cancer Joint Practice Guideline","year":2011,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Guideline; Genetic counseling; Lynch syndrome; Genetic testing; Medicine; Family medicine; Human genetics; Medical genetics; Colorectal cancer; Medical education; Cancer; Pathology; Genetics; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.05744472672916202,"gpt":0.3438440415932308,"spread":0.2863993148640688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00228985,0.0002120177,0.0005988824,0.0001397052,0.0002122361,0.00001707303,0.0001700503,0.0001148522,0.00002764481],"category_scores_gemma":[0.003044353,0.0001436691,0.0001675574,0.0006891742,0.0007011018,0.00005705673,0.00005609165,0.0002376774,1.159463e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002263388,"about_ca_system_score_gemma":0.0009598552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001593645,"about_ca_topic_score_gemma":0.00002608055,"domain_scores_codex":[0.996212,0.0003846243,0.001801657,0.0002493248,0.001166685,0.0001856886],"domain_scores_gemma":[0.9893786,0.00133167,0.003755284,0.0002029113,0.005251359,0.0000802088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003247709,0.0005498194,0.1066735,0.0004978419,0.002197783,0.000004360516,0.02992564,0.04265147,0.8073151,0.00001392181,0.0007254807,0.006197387],"study_design_scores_gemma":[0.006628854,0.00255442,0.8287817,0.0006552715,0.003343549,0.0008997411,0.003325412,0.1138442,0.03860726,0.0008789797,0.0002045475,0.0002761208],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851466,0.007742311,0.005096547,0.0002924966,0.0002607936,0.001291126,0.0001575057,0.000004010609,0.0000085599],"genre_scores_gemma":[0.8983582,0.002667623,0.09866261,0.0001601854,0.00007427335,0.00004085425,0.00000252463,0.00002897437,0.000004790717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7687078,"threshold_uncertainty_score":0.5858656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059813959","doi":"10.1007/s10897-005-9002-7","title":"Parental Perspectives on the Causes of an Autism Spectrum Disorder in their Children","year":2006,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":124,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; University of British Columbia","funders":"Institute of Genetics; Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Geneticist; Genetic counseling; Blame; Autism; Feeling; Autism spectrum disorder; Medicine; Psychiatry; Public health; Human genetics; Clinical psychology; Psychology; Family medicine; Genetics; Nursing","retraction":null,"screen_n_in":null,"score":{"opus":0.01413884228379137,"gpt":0.2665737880155698,"spread":0.2524349457317784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004924833,0.0001675193,0.0002539265,0.0002839187,0.0001370422,0.00006477845,0.0005634365,0.00004736343,0.0001296008],"category_scores_gemma":[0.000118646,0.000110475,0.0001146132,0.0004167336,0.000210719,0.0001256568,0.00004196881,0.0004440119,0.000005892166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008041269,"about_ca_system_score_gemma":0.0001344823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003246147,"about_ca_topic_score_gemma":0.0003945625,"domain_scores_codex":[0.9978728,0.0002849721,0.0005457479,0.0002547026,0.0006900705,0.0003516999],"domain_scores_gemma":[0.9989814,0.0003283004,0.0003342477,0.0002833762,0.00001714417,0.00005554898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001256752,0.007424328,0.4888666,0.00005979775,0.0001434745,0.0004875813,0.05188419,0.06988915,0.2771114,0.09181685,0.0002683678,0.01079153],"study_design_scores_gemma":[0.001347966,0.001040276,0.8960139,0.0001330995,0.00001932976,0.0004537498,0.004873144,0.002956088,0.0451904,0.04757019,0.0001058471,0.0002960667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942914,0.001703898,0.0002063079,0.003238943,0.00008741257,0.0002182573,0.00001040186,0.000009714277,0.0002336416],"genre_scores_gemma":[0.9987062,0.0009950505,0.00008359991,0.00005502523,0.0001068145,0.000002788501,3.433102e-7,0.00002569357,0.00002448338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4071472,"threshold_uncertainty_score":0.4505041,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4307091005","doi":"10.1002/jgc4.1644","title":"Considerations for the use of qualitative methodologies in genetic counseling research","year":2022,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Family and Disability Support Research","field":"Psychology","cited_by":82,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Children's Hospital; Women's Health Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Genetic counseling; Public health; Qualitative research; Human genetics; Medicine; Genetic testing; Psychology; Family medicine; Engineering ethics; Medical education; Psychotherapist; Nursing; Sociology; Genetics; Engineering; Social science; Biology; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.7095565113447493,"gpt":0.57447515157627,"spread":0.1350813597684792,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0187791,0.0001161745,0.0003695564,0.0004340857,0.0004915476,0.0000642274,0.0003821758,0.00006791459,0.001139162],"category_scores_gemma":[0.00678648,0.00009172733,0.0001815822,0.0005225602,0.0004091653,0.00007195088,0.00008431398,0.0008880784,0.000002916161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001270762,"about_ca_system_score_gemma":0.0005885206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006598421,"about_ca_topic_score_gemma":0.0002810761,"domain_scores_codex":[0.9921927,0.00484726,0.001230314,0.0002446559,0.001021893,0.0004631341],"domain_scores_gemma":[0.9484224,0.04950073,0.0003660958,0.0004003501,0.001241465,0.00006889936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003173456,0.000983489,0.01335122,0.0001925909,0.000723969,0.0002164917,0.588447,0.3073323,0.01352355,0.003766702,0.037394,0.03089528],"study_design_scores_gemma":[0.002577034,0.002362823,0.02021897,0.0000784318,0.0001300992,0.0004674927,0.8473858,0.007682991,0.0003578149,0.09733364,0.02109662,0.0003083378],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.957356,0.008814413,0.03055724,0.001854829,0.0006326843,0.00067854,0.00004908049,0.000005647841,0.0000515594],"genre_scores_gemma":[0.9431236,0.0004568178,0.05574616,0.0002300444,0.0001200419,0.0001380765,0.000001272818,0.00002069682,0.0001632432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2996493,"threshold_uncertainty_score":0.9997739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889322126","doi":"10.1007/s10897-018-0286-9","title":"The Feelings About genomiC Testing Results (FACToR) Questionnaire: Development and Preliminary Validation","year":2018,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Cancer Agency","funders":"National Cancer Institute; National Human Genome Research Institute","keywords":"Clinical psychology; Feeling; Psychology; Psychosocial; Psychometrics; Construct validity; Medicine; Psychiatry; Social psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.01563000688821009,"gpt":0.2658238770926831,"spread":0.250193870204473,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007226911,0.0001118144,0.00009363059,0.00004435232,0.0003695597,0.0000837131,0.0001690455,0.00007467833,0.000001319779],"category_scores_gemma":[0.0005497489,0.00008872646,0.00003206869,0.00008390274,0.0001117944,0.000005989626,0.0000498402,0.0001018665,0.000003194206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007658215,"about_ca_system_score_gemma":0.0005192478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000396387,"about_ca_topic_score_gemma":0.0000133807,"domain_scores_codex":[0.998833,0.00005556195,0.0005682501,0.0001750939,0.0002021129,0.0001659748],"domain_scores_gemma":[0.9985741,0.00006753491,0.000429789,0.0001715482,0.0006954608,0.00006157681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007141031,0.00003906237,0.00684349,0.00003489885,0.000181068,0.000008004701,0.004021431,0.002750962,0.4566436,0.000005903363,0.001564499,0.527193],"study_design_scores_gemma":[0.002850631,0.002661134,0.3317715,0.0006351065,0.000169666,0.00132872,0.0009444489,0.003631052,0.442116,0.0005138468,0.2126,0.0007779052],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980371,0.009161094,0.009587456,0.0002178638,0.0004979988,0.00008820331,0.00000201113,0.0000047915,0.00006960172],"genre_scores_gemma":[0.9678831,0.001032543,0.02989013,0.00008457412,0.0009983097,0.000003921158,0.000002478939,0.00001793759,0.00008700114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5264151,"threshold_uncertainty_score":0.361816,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2078838932","doi":"10.1007/s10897-009-9245-9","title":"Women's Decision Making about Risk‐Reducing Strategies in the Context of Hereditary Breast and Ovarian Cancer: A Systematic Review","year":2009,"lang":"en","type":"review","venue":"Journal of Genetic Counseling","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":81,"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, Okanagan Campus; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Breast cancer; Ovarian cancer; Medicine; Oophorectomy; Context (archaeology); Gynecology; Genetic counseling; Prophylactic Mastectomy; Oncology; Family medicine; Mastectomy; Cancer; Internal medicine; Hysterectomy; Surgery; Genetics","retraction":null,"screen_n_in":null,"score":{"opus":0.01485141593935578,"gpt":0.3196580691035537,"spread":0.3048066531641979,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002313024,0.0003287359,0.001745907,0.000172248,0.00007240979,0.00007410569,0.000523365,0.0002057807,0.0000106937],"category_scores_gemma":[0.0002501283,0.0002182813,0.0002812624,0.0002763683,0.00006582217,0.000009663523,0.00003995412,0.0004206719,4.517115e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001836549,"about_ca_system_score_gemma":0.001237152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002433453,"about_ca_topic_score_gemma":0.00003872635,"domain_scores_codex":[0.9965945,0.0005424672,0.001920384,0.0002773365,0.000422688,0.0002426288],"domain_scores_gemma":[0.9965089,0.0002494885,0.002422354,0.0004374339,0.0003299337,0.00005186421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002589807,0.0000300629,0.000005992839,0.2198371,0.0003233207,0.00003059741,0.0008529407,0.0002880088,0.00001545909,0.000002037252,0.0002816154,0.7783069],"study_design_scores_gemma":[0.0004658116,0.0003163599,0.0000607803,0.96262,0.002961114,0.004839457,0.003017725,0.00004961562,0.000002146874,0.0001552452,0.02511653,0.0003951902],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003407124,0.9945516,0.0009377806,0.00002579457,0.0002559242,0.0007611781,0.00004643685,0.000001538095,0.00001261634],"genre_scores_gemma":[0.01363462,0.98431,0.001393226,0.0001554309,0.0004004908,0.00006611073,0.000004567471,0.00003194035,0.000003559512],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7779117,"threshold_uncertainty_score":0.8901255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2062586564","doi":"10.1007/s10897-006-9072-1","title":"When You Care Enough to Do Your Very Best: Genetic Counselor Experiences of Compassion Fatigue","year":2007,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":76,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal University Hospital","funders":"","keywords":"Compassion fatigue; Compassion; Genetic counseling; Psychology; Coping (psychology); Empathy; Anger; Clinical psychology; Personality; Medicine; Psychotherapist; Psychiatry; Burnout; Social psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.04471555431078986,"gpt":0.3555829944424919,"spread":0.310867440131702,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001485381,0.000312847,0.0006150253,0.0004360016,0.0002031664,0.0001017782,0.0006521874,0.0002122597,0.0009752177],"category_scores_gemma":[0.00013728,0.0002728942,0.0002592212,0.0003652131,0.00008504953,0.0001691832,0.00004448864,0.0004288041,0.00005236136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008041311,"about_ca_system_score_gemma":0.0001946219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000166478,"about_ca_topic_score_gemma":0.00003835957,"domain_scores_codex":[0.9960468,0.0001692403,0.00165524,0.0003955746,0.001182116,0.0005510045],"domain_scores_gemma":[0.996539,0.0004517781,0.0008932863,0.0005170371,0.001262595,0.0003363194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001154466,0.0003658296,0.002997502,0.0000889279,0.0001533981,0.0003207755,0.6001157,0.002926378,0.006410521,0.00001452129,0.002724201,0.3827277],"study_design_scores_gemma":[0.00308716,0.004291038,0.01305003,0.001289139,0.0004673222,0.001292525,0.6996844,0.0004535408,0.002182502,0.0002007346,0.2729985,0.001003015],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9099925,0.05962954,0.02618576,0.0002487749,0.003229176,0.0002430745,0.000005336224,0.00001485317,0.0004510566],"genre_scores_gemma":[0.9768556,0.00359936,0.01831049,0.0002349311,0.0008062934,0.000007397608,0.000001669965,0.00004712037,0.000137182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3817247,"threshold_uncertainty_score":0.9999723,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2070154257","doi":"10.1007/s10897-010-9279-z","title":"Re‐conceptualizing Risk in Genetic Counseling: Implications for Clinical Practice","year":2010,"lang":"en","type":"review","venue":"Journal of Genetic Counseling","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":73,"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","funders":"Canadian Institutes of Health Research; Health Canada; Provincial Health Services Authority; Michael Smith Health Research BC","keywords":"Genetic counseling; Risk communication; Recall; Psychology; Perception; Risk perception; Process (computing); Public health; Applied psychology; Clinical psychology; Medicine; Risk analysis (engineering); Cognitive psychology; Computer science; Nursing; Genetics; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.07699703114535701,"gpt":0.4441103942971744,"spread":0.3671133631518174,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003509701,0.0005053512,0.001444186,0.0002965154,0.0001794448,0.0001115228,0.0008797619,0.001036238,0.00001548206],"category_scores_gemma":[0.004118863,0.0004806273,0.001039091,0.0003455598,0.0001742054,0.00001309231,0.00007785512,0.001363846,0.000008058279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001801511,"about_ca_system_score_gemma":0.003333067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008532529,"about_ca_topic_score_gemma":0.00009647682,"domain_scores_codex":[0.9944577,0.0005792998,0.003404552,0.0007136911,0.0003641262,0.0004806963],"domain_scores_gemma":[0.9922606,0.001297646,0.003823759,0.0009213893,0.001486319,0.0002102315],"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":[0.00006243192,0.0001420826,0.0001787995,0.000699997,0.000404885,0.000009973525,0.0002608041,0.0005283823,0.00009485814,0.000005972934,0.004858034,0.9927538],"study_design_scores_gemma":[0.0007781482,0.0003730414,0.00008002071,0.001414907,0.001800853,0.0005302868,0.0003010319,0.00005307129,0.00001097042,0.0001892478,0.9939876,0.0004808428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001170513,0.9642373,0.03142617,0.0001763611,0.001888436,0.0009092333,0.0001116602,0.000007639745,0.00007266062],"genre_scores_gemma":[0.0002151722,0.8843396,0.1115035,0.0002704034,0.003318396,0.0001216887,0.00004878508,0.0001327849,0.00004967541],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9922729,"threshold_uncertainty_score":0.9997646,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2462192969","doi":"10.1007/s10897-016-9984-3","title":"2013 Review and Update of the Genetic Counseling Practice Based Competencies by a Task Force of the Accreditation Council for Genetic Counseling","year":2016,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Innovations in Medical Education","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Society of Genetic Counselors","keywords":"Genetic counseling; Accreditation; Task force; Medical education; Medicine; Glossary; Psychosocial; Task (project management); Psychology; Genetics; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.02246732763466689,"gpt":0.2883835699655873,"spread":0.2659162423309204,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003707474,0.0002438817,0.0006275128,0.0001047284,0.0002152931,0.00002737039,0.0004153136,0.0001318702,0.00005935742],"category_scores_gemma":[0.006470513,0.0001366059,0.0002133636,0.0005315362,0.0003434127,0.000143831,0.00002830161,0.0003205826,0.000002147175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002799373,"about_ca_system_score_gemma":0.002319483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002340761,"about_ca_topic_score_gemma":0.000008214298,"domain_scores_codex":[0.9956421,0.0002244192,0.00183521,0.0002538218,0.001742242,0.0003021905],"domain_scores_gemma":[0.9886807,0.001103932,0.002487324,0.0005574866,0.007081267,0.000089321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001483189,0.00116356,0.00697817,0.01365469,0.00141264,0.00001267572,0.01061215,0.004793393,0.5009549,0.0001376991,0.2966946,0.1621023],"study_design_scores_gemma":[0.01734747,0.002880491,0.01802206,0.04980659,0.01592292,0.002634899,0.00714937,0.05630255,0.01493842,0.00296081,0.8105212,0.001513238],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7137526,0.1066761,0.1509266,0.02547525,0.001402685,0.001670919,0.00005374892,0.0000117211,0.00003043631],"genre_scores_gemma":[0.7830573,0.08321322,0.1211469,0.01140398,0.0007300086,0.00006721551,0.000007164197,0.00008785943,0.0002864045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5138265,"threshold_uncertainty_score":0.7746275,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1994248167","doi":"10.1007/s10897-005-1622-4","title":"Schizophrenia: An Update and Review","year":2005,"lang":"en","type":"review","venue":"Journal of Genetic Counseling","topic":"Birth, Development, and Health","field":"Medicine","cited_by":71,"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","funders":"Canadian Institutes of Health Research; University of British Columbia; Provincial Health Services Authority; Michael Smith Health Research BC","keywords":"Schizophrenia (object-oriented programming); Vulnerability (computing); Psychosis; Psychiatry; Psychology; Cognition; Genetic counseling; Etiology; Public health; Clinical psychology; Medicine; Genetics; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.0474349715716347,"gpt":0.3665498111826918,"spread":0.319114839611057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001388771,0.0003389863,0.002501351,0.0002640717,0.00008470162,0.00003305445,0.0001718502,0.000218936,0.0001450242],"category_scores_gemma":[0.00007466514,0.0002405279,0.0003240045,0.0002046887,0.00003835965,0.00006499139,0.00002159969,0.0009102818,0.0000309537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001389037,"about_ca_system_score_gemma":0.002406196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001617911,"about_ca_topic_score_gemma":0.000006003204,"domain_scores_codex":[0.9970771,0.0001347645,0.001758046,0.0002455233,0.000500119,0.000284426],"domain_scores_gemma":[0.9975907,0.00005203736,0.001275759,0.0002833277,0.0003348992,0.0004633198],"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":[0.00001656645,0.0000349019,0.000004552921,0.04367336,0.0001315238,0.0001020709,0.0000384943,1.303511e-7,2.179323e-7,0.00005149835,0.00130648,0.9546402],"study_design_scores_gemma":[0.0004585807,0.0001975637,0.00002958089,0.1251064,0.00231565,0.007334157,0.00000744368,0.000003947597,5.791785e-8,0.0001767958,0.8641853,0.0001845033],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006891329,0.9984683,0.0001589867,0.0004123313,0.0003180649,0.0004700621,0.000004192294,0.00001076171,0.0000883882],"genre_scores_gemma":[0.000002722121,0.976436,0.02009417,0.001746765,0.001635878,0.000004380555,0.00001008181,0.00005566766,0.0000143247],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9544557,"threshold_uncertainty_score":0.9808444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050730258","doi":"10.1007/s10897-010-9325-x","title":"Genetic Counseling Considerations in the Evaluation of Families for Lynch Syndrome—A Review","year":2010,"lang":"en","type":"review","venue":"Journal of Genetic Counseling","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Lynch syndrome; Genetic counseling; Genetic testing; Endometrial cancer; Medicine; Human genetics; Colorectal cancer; Cancer; Family history; Bioinformatics; Genetics; DNA mismatch repair; Internal medicine; Biology; Gene","retraction":null,"screen_n_in":null,"score":{"opus":0.1046167343470432,"gpt":0.4062255844042668,"spread":0.3016088500572236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007017333,0.0004573458,0.002611517,0.0004945318,0.0001008912,0.00004442742,0.0003889167,0.0003879604,0.0001823581],"category_scores_gemma":[0.002938991,0.0003091664,0.0008850662,0.0005146311,0.0001333078,0.00003994297,0.00002087533,0.001063341,0.000004426133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002760866,"about_ca_system_score_gemma":0.004371642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001006401,"about_ca_topic_score_gemma":0.00006195,"domain_scores_codex":[0.9935952,0.0006161532,0.003163919,0.0003411041,0.001942983,0.0003406499],"domain_scores_gemma":[0.9921473,0.001969968,0.002276353,0.0006465288,0.002852701,0.0001071007],"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":[0.00002244033,0.0001414176,0.00004442641,0.04298866,0.0003346178,0.00005526296,0.0009037509,0.0004081761,0.00005659589,0.000005336353,0.001622287,0.953417],"study_design_scores_gemma":[0.002135844,0.001296918,0.0004261931,0.1694168,0.02360676,0.01611471,0.0003541198,0.0008574006,0.00001043047,0.001032828,0.7841357,0.0006122914],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0100539,0.9839739,0.0006741188,0.0001742967,0.001116069,0.003919212,0.0000292262,0.000005536461,0.00005370651],"genre_scores_gemma":[0.005521843,0.9805552,0.01278792,0.000354252,0.0004349523,0.0002525297,0.00001239065,0.00007146064,0.000009395247],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9528047,"threshold_uncertainty_score":0.999936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2111527384","doi":"10.1023/a:1016378415514","title":"Women's Knowledge of Prenatal Ultrasound and Informed Choice","year":2002,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Public health; Human genetics; Prenatal diagnosis; Medicine; Genetic counseling; Family medicine; Pregnancy; Obstetrics; Gynecology; Nursing; Genetics; Fetus; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.01819917653403506,"gpt":0.2635135057535151,"spread":0.24531432921948,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002207303,0.00009383554,0.0002766697,0.0001175134,0.00003369653,0.00001580188,0.00007512772,0.00005984478,0.00008152083],"category_scores_gemma":[0.001423255,0.00007572157,0.00005779367,0.0001178628,0.00006503696,0.00006689294,0.00001630001,0.0001875213,0.000004882479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004392709,"about_ca_system_score_gemma":0.00008050318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006720534,"about_ca_topic_score_gemma":0.00000377065,"domain_scores_codex":[0.9990449,0.00001655877,0.0004652542,0.00007123745,0.0002263919,0.0001756702],"domain_scores_gemma":[0.9984118,0.0007633365,0.0002572187,0.0001074632,0.0002604832,0.0001997289],"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":[0.0009425501,0.001358152,0.3938867,0.002339189,0.000987666,0.000297413,0.04488726,0.0009130674,0.01881928,0.00006172933,0.007637352,0.5278697],"study_design_scores_gemma":[0.03114823,0.0132561,0.7595754,0.01018116,0.001843874,0.02111608,0.01012049,0.01606642,0.02176951,0.001084394,0.1123316,0.00150679],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986297,0.01211359,0.0004406461,0.00006094332,0.0001328634,0.00006436031,0.000003615559,0.000006740071,0.0008802419],"genre_scores_gemma":[0.9927143,0.003813115,0.002971007,0.00006938415,0.0002608685,9.852669e-7,6.147962e-7,0.000009953393,0.0001597177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5263629,"threshold_uncertainty_score":0.3087836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2582116876","doi":"10.1007/s10897-017-0066-y","title":"Lynch Syndrome Limbo: Patient Understanding of Variants of Uncertain Significance","year":2017,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Sinai Hospital","funders":"National Human Genome Research Institute; National Institutes of Health","keywords":"Lynch syndrome; Psychosocial; Genetic counseling; Genetic testing; Coping (psychology); Medicine; Health care; Clinical psychology; Psychiatry; Psychology; Cancer; DNA mismatch repair; Genetics","retraction":null,"screen_n_in":null,"score":{"opus":0.05079440655879239,"gpt":0.299553785746274,"spread":0.2487593791874816,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005571903,0.0001535674,0.0006089139,0.0001640916,0.000107815,0.00002409924,0.0003027496,0.00009826886,0.0001595464],"category_scores_gemma":[0.0004381253,0.0001315931,0.0001816605,0.00009796574,0.0001921161,0.0000570724,0.00004201402,0.0002338322,0.000001138232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002495719,"about_ca_system_score_gemma":0.0005269468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005777117,"about_ca_topic_score_gemma":0.00001354121,"domain_scores_codex":[0.997797,0.00004757088,0.0009691453,0.0001596818,0.0007995343,0.0002271067],"domain_scores_gemma":[0.997018,0.0001670348,0.00166036,0.0004587565,0.000553538,0.0001422749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003563155,0.001087098,0.1579601,0.002138592,0.001728567,0.001549284,0.01140157,0.01831546,0.7571316,0.0001968437,0.001341454,0.04358628],"study_design_scores_gemma":[0.01155855,0.02189007,0.792586,0.01111537,0.002156338,0.006907742,0.009513858,0.008132035,0.1242995,0.009149715,0.001525492,0.001165356],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881034,0.001982022,0.008166197,0.0001812696,0.0008773645,0.0002116342,0.000007543469,0.000003562935,0.0004670262],"genre_scores_gemma":[0.9915505,0.0007889865,0.007464727,0.00003830278,0.0000982424,0.00000173606,3.345104e-7,0.00002362938,0.00003356513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6346259,"threshold_uncertainty_score":0.536621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2942515414","doi":"10.1002/jgc4.1128","title":"Patient perspectives on the process and outcomes of psychiatric genetic counseling: <i>An “Empowering Encounter</i>”","year":2019,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Feeling; Empowerment; Shame; Perspective (graphical); Blame; Qualitative research; Grounded theory; Mental health; Mental illness; Psychology; Psychiatry; Medicine; Process (computing); Psychotherapist; Clinical psychology; Social psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.005551321997958134,"gpt":0.2682746649491863,"spread":0.2627233429512282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003815804,0.0001881787,0.0002523715,0.0001113567,0.00008311992,0.00004245848,0.0002685053,0.00008906423,0.00003176661],"category_scores_gemma":[0.000077549,0.0001360285,0.0001164084,0.0001316231,0.00008173017,0.000008944898,0.00002731223,0.0001780524,0.000002200573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004050616,"about_ca_system_score_gemma":0.000274798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005058654,"about_ca_topic_score_gemma":0.000007229206,"domain_scores_codex":[0.99845,0.00007403342,0.0005823466,0.0002737879,0.0004294045,0.000190459],"domain_scores_gemma":[0.9984207,0.00006264329,0.000539062,0.0003565232,0.0005508587,0.00007019602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","study_design_scores_codex":[0.00139961,0.001133656,0.2197844,0.0004263323,0.001478394,0.00002324434,0.07867058,0.1521305,0.5092936,0.0001200108,0.001183051,0.03435659],"study_design_scores_gemma":[0.01492647,0.03548661,0.2799489,0.001583221,0.001895807,0.002768622,0.3498861,0.01869829,0.2344127,0.004909224,0.05051482,0.004969236],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867952,0.01087074,0.001269889,0.0002107594,0.0004925414,0.0002268643,0.000006796369,0.00000347044,0.0001237736],"genre_scores_gemma":[0.9939003,0.002876286,0.002674918,0.0002754687,0.0002100326,0.000006520075,0.00000106659,0.00003101314,0.00002439158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.274881,"threshold_uncertainty_score":0.5547081,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036518733","doi":"10.1007/s10897-010-9305-1","title":"Biobanks: Importance, Implications and Opportunities for Genetic Counselors","year":2010,"lang":"en","type":"review","venue":"Journal of Genetic Counseling","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Child and Family Research Institute; University of British Columbia","funders":"","keywords":"Biobank; Genetic counseling; Human genetics; Public health; Medicine; Genetics; Biology; Nursing","retraction":null,"screen_n_in":null,"score":{"opus":0.5430191768946676,"gpt":0.5536607308109772,"spread":0.01064155391630961,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004292525,0.0003815342,0.002040372,0.0004780552,0.000173543,0.0001071822,0.0004636254,0.001034505,0.00006077527],"category_scores_gemma":[0.003612949,0.0002930426,0.0007406292,0.0002012189,0.0004007559,0.0000448395,0.00005199269,0.003136543,0.000004186448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001133489,"about_ca_system_score_gemma":0.004820929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002030991,"about_ca_topic_score_gemma":0.00002402684,"domain_scores_codex":[0.9955335,0.00009684206,0.00259997,0.0003984367,0.000942543,0.0004286994],"domain_scores_gemma":[0.9874694,0.006976253,0.001730399,0.0006923508,0.00256811,0.0005635326],"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":[0.00003075716,0.00006618279,0.00007751164,0.01237162,0.0002669096,0.00008082751,0.00007694207,4.292959e-7,0.000009570652,0.000269446,0.001046658,0.9857032],"study_design_scores_gemma":[0.0005233207,0.000528706,0.000124782,0.01099392,0.002338039,0.00275173,0.00009048508,0.00001735214,5.164256e-7,0.006347599,0.9760333,0.0002502645],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008248992,0.9942964,0.002047127,0.001064843,0.00049981,0.001014529,0.00006975011,0.00001372607,0.0001688584],"genre_scores_gemma":[0.0000344728,0.9670739,0.03030251,0.0003739016,0.001352764,0.00006903038,0.00001536708,0.0001050086,0.000673096],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9854529,"threshold_uncertainty_score":0.9999522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4295906221","doi":"10.1002/jgc4.1621","title":"Practice resource‐focused revision: Standardized pedigree nomenclature update centered on sex and gender inclusivity: A practice resource of the National Society of Genetic Counselors","year":2022,"lang":"en","type":"review","venue":"Journal of Genetic Counseling","topic":"LGBTQ Health, Identity, and Policy","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 British Columbia","funders":"","keywords":"Nomenclature; Relevance (law); Transgender; Resource (disambiguation); Genetic counseling; Diversity (politics); Psychology; Medicine; Medical education; Sociology; Genetics; Computer science; Biology; Political science; Taxonomy (biology)","retraction":null,"screen_n_in":null,"score":{"opus":0.0825460149069813,"gpt":0.4111161639101001,"spread":0.3285701490031188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00811425,0.0005839093,0.002002209,0.0004017306,0.0006205373,0.0001026136,0.001023169,0.000539635,0.0003674515],"category_scores_gemma":[0.002148801,0.0004467069,0.00105959,0.0008424796,0.0002508644,0.0001818485,0.0003302004,0.002480194,0.000005497194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005769744,"about_ca_system_score_gemma":0.002290452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007446192,"about_ca_topic_score_gemma":0.000006678696,"domain_scores_codex":[0.9891242,0.003697066,0.002922758,0.0006051445,0.003090988,0.000559802],"domain_scores_gemma":[0.9848737,0.005032192,0.007821617,0.0007792028,0.001256537,0.0002368138],"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":[0.002291611,0.00127694,0.0002001103,0.03644082,0.004878866,0.0001751497,0.03086687,0.0003809767,0.000006919339,0.0002111795,0.186822,0.7364486],"study_design_scores_gemma":[0.001678998,0.0004177413,0.0001292053,0.001674191,0.00338701,0.001845502,0.001009638,0.00001809076,1.49401e-7,0.0002046385,0.9892991,0.0003357354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001064089,0.9916254,0.00033952,0.002176781,0.0008725363,0.0009888923,0.0003064333,0.00001249392,0.002613842],"genre_scores_gemma":[0.0001772336,0.9917905,0.003614976,0.002396247,0.001438699,0.00001171431,0.00001455915,0.0001115683,0.0004445308],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8024771,"threshold_uncertainty_score":0.9998211,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030689155","doi":"10.1007/s10897-011-9379-4","title":"Personality Traits Associated with Genetic Counselor Compassion Fatigue: The Roles of Dispositional Optimism and Locus of Control","year":2011,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Optimism, Hope, and Well-being","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":"Institute for Clinical Evaluative Sciences; SickKids Foundation; University of Toronto; University Health Network; Princess Margaret Cancer Centre; Public Health Ontario; Hospital for Sick Children; Mount Sinai Hospital","funders":"","keywords":"Locus of control; Optimism; Psychology; Clinical psychology; Personality; Big Five personality traits; Coping (psychology); Compassion fatigue; Burnout; Distress; Social psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.0209538580878691,"gpt":0.2555644908649785,"spread":0.2346106327771094,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008545009,0.0001911755,0.000493124,0.0000973328,0.0001219676,0.00001921143,0.000243198,0.0001150714,0.0002613137],"category_scores_gemma":[0.00003766982,0.0001263404,0.0001347931,0.0001345407,0.0002820859,0.00005617208,0.00001019163,0.0002729613,9.284512e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002661636,"about_ca_system_score_gemma":0.0001138025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004763756,"about_ca_topic_score_gemma":0.00003952098,"domain_scores_codex":[0.9979262,0.0002800403,0.0008250365,0.0001778404,0.0005460216,0.000244834],"domain_scores_gemma":[0.9976864,0.0003951386,0.001025099,0.0001535862,0.0006278554,0.0001119506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.01642811,0.006207049,0.3343833,0.0005892651,0.01092696,0.0007225251,0.3917562,0.05921254,0.04336288,0.002824406,0.003092978,0.1304938],"study_design_scores_gemma":[0.006333044,0.001695591,0.9787348,0.0007214544,0.0009863742,0.0005565295,0.004936927,0.003852929,0.0004819573,0.001232922,0.0001150958,0.0003524102],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727612,0.0047531,0.02140923,0.0001550051,0.0001579023,0.0001855059,0.00002604092,0.000006143965,0.0005458493],"genre_scores_gemma":[0.9971586,0.0003583519,0.002207783,0.0001062335,0.0001078862,0.000003984765,0.000001495414,0.0000230254,0.00003262874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6443515,"threshold_uncertainty_score":0.515201,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2680720051","doi":"10.1007/s10897-017-0113-8","title":"The Efficacy of Genetic Counseling for Psychiatric Disorders: a Meta‐Analysis","year":2017,"lang":"en","type":"review","venue":"Journal of Genetic Counseling","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":54,"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":"Genetic counseling; Meta-analysis; Clinical psychology; Psychiatry; Medicine; Intervention (counseling); Public health; Sample size determination; Psychology; Genetics","retraction":null,"screen_n_in":null,"score":{"opus":0.05486222604370289,"gpt":0.3765730969720218,"spread":0.3217108709283189,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00166889,0.0005326467,0.002429645,0.0004075496,0.0004675706,0.0001608955,0.001475871,0.000403008,0.00001685482],"category_scores_gemma":[0.0004513778,0.0003656009,0.005248126,0.0004416769,0.0001900354,0.000005686722,0.00007684219,0.0003489537,0.000002149273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000747413,"about_ca_system_score_gemma":0.001799572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001016899,"about_ca_topic_score_gemma":0.0001151708,"domain_scores_codex":[0.9959995,0.0002560838,0.002247871,0.0005049905,0.0005662185,0.0004252929],"domain_scores_gemma":[0.9928539,0.0005790241,0.004269764,0.001271061,0.0009044605,0.000121724],"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":[0.0001106663,0.0001205119,0.00001753865,0.002600475,0.1371585,0.000002968542,0.0001628243,0.008913593,0.0000368713,0.000004607168,0.001541339,0.8493301],"study_design_scores_gemma":[0.0004317152,0.0002574766,0.00001113159,0.000236774,0.2031882,0.00006450068,0.00004368706,0.0001351126,0.000008701811,0.0001228151,0.7951821,0.000317812],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002349795,0.9581695,0.03973932,0.0000759867,0.0009250868,0.0007468592,0.00007914466,0.000003595125,0.00002554267],"genre_scores_gemma":[0.0007341547,0.9818766,0.01571538,0.00002804384,0.001262128,0.00009576551,0.00002844408,0.00009869486,0.0001608456],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8490123,"threshold_uncertainty_score":0.9998796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001507924","doi":"10.1007/s10897-012-9488-8","title":"Genetic Counseling and the Ethical Issues Around Direct to Consumer Genetic Testing","year":2012,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":54,"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":"Genetic testing; Genetic counseling; Context (archaeology); Public health; Health care; Engineering ethics; Medicine; Psychology; Political science; Nursing; Genetics; Biology; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.01888434961617533,"gpt":0.2994867042110405,"spread":0.2806023545948652,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001772812,0.0002812669,0.0003953266,0.0001123874,0.0002783631,0.0001354773,0.0003581549,0.0002602528,0.00002037548],"category_scores_gemma":[0.001087196,0.0002171476,0.0001368984,0.0002444446,0.0002917337,0.000009099468,0.000100048,0.0004710815,0.00001314165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006789004,"about_ca_system_score_gemma":0.0003276463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003911374,"about_ca_topic_score_gemma":0.00002185839,"domain_scores_codex":[0.9974893,0.0003015058,0.0008542035,0.0003117643,0.000530449,0.0005127448],"domain_scores_gemma":[0.9978454,0.0003824312,0.0004038529,0.0004089941,0.0006824924,0.0002769011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001750476,0.0003214044,0.1396015,0.000307911,0.001755492,0.00008608725,0.01949063,0.09396118,0.5513629,0.00006959714,0.02116118,0.1701316],"study_design_scores_gemma":[0.01425944,0.002665831,0.1442343,0.001245568,0.002976933,0.01217632,0.008561742,0.01709708,0.05284806,0.002251072,0.7378653,0.003818357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8938597,0.09069317,0.01317638,0.001034012,0.0008024694,0.0002693905,0.000005433166,0.000009427394,0.0001500134],"genre_scores_gemma":[0.927009,0.006351882,0.06233772,0.001796609,0.002331028,0.00001961885,0.000001206548,0.00005577469,0.00009709533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7167042,"threshold_uncertainty_score":0.8855022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2615885556","doi":"10.1007/s10897-017-0106-7","title":"Utilization of Genetic Counseling after Direct‐to‐Consumer Genetic Testing: Findings from the Impact of Personal Genomics (PGen) Study","year":2017,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":51,"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 Human Genome Research Institute; National Society of Genetic Counselors","keywords":"Personal genomics; Genetic counseling; Genetic testing; Medicine; Feeling; Logistic regression; Family medicine; Public health; Socioeconomic status; Psychiatry; Genomics; Clinical psychology; Psychology; Nursing; Population; Environmental health; Internal medicine; Genetics; Social psychology; Biology; Genome","retraction":null,"screen_n_in":null,"score":{"opus":0.0304774045353204,"gpt":0.3145769339815269,"spread":0.2840995294462065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007134302,0.0003109079,0.0004714835,0.0001274981,0.0002756381,0.0001197374,0.0008167663,0.0001510504,0.00005545729],"category_scores_gemma":[0.0006835077,0.0002496532,0.0003046919,0.0001590275,0.0001945617,0.00001410255,0.0001353584,0.0002025397,0.00000363877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000135002,"about_ca_system_score_gemma":0.0009572691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003282485,"about_ca_topic_score_gemma":0.000117817,"domain_scores_codex":[0.9974329,0.0001460906,0.001140096,0.0003992495,0.0005533817,0.0003282207],"domain_scores_gemma":[0.9964485,0.0001616875,0.0012025,0.0008119681,0.00123057,0.0001448392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00052598,0.0002509263,0.5473515,0.00003035809,0.0008336844,0.00002048164,0.007253822,0.03964891,0.387451,1.048699e-7,0.0004642982,0.01616894],"study_design_scores_gemma":[0.001548958,0.001477982,0.9624861,0.0001853344,0.0005681795,0.0001079716,0.001438065,0.004412147,0.02657054,0.00006327487,0.0007336724,0.0004077106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815706,0.011515,0.005893704,0.00004622792,0.0004239318,0.0004228925,0.00009489407,0.000003758283,0.00002898747],"genre_scores_gemma":[0.9853331,0.001370919,0.01255009,0.00006293468,0.0005721051,0.00001599716,0.000005376761,0.00006196129,0.00002749244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4151347,"threshold_uncertainty_score":0.9999956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2072584355","doi":"10.1007/s10897-014-9709-4","title":"Genetic Counselors’ Views and Experiences with the Clinical Integration of Genome Sequencing","year":2014,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Brandeis University","keywords":"Genetic counseling; Exome sequencing; Whole genome sequencing; Specialty; Genetic testing; Health care; Medicine; Nursing; Psychology; Family medicine; Genetics; Genome; Biology; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.02105619040517858,"gpt":0.2801133756473201,"spread":0.2590571852421415,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007112045,0.0001129827,0.0002117201,0.00003479853,0.00007967273,0.00003299037,0.0001891406,0.00006192247,0.00000675496],"category_scores_gemma":[0.00007523924,0.00006623661,0.00009176812,0.00005381669,0.0001718111,0.000003863686,0.00002133705,0.0000952644,4.023385e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007587451,"about_ca_system_score_gemma":0.0001697463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005429646,"about_ca_topic_score_gemma":0.00002778831,"domain_scores_codex":[0.9988855,0.0001204425,0.0005316546,0.0001520088,0.000188129,0.0001223166],"domain_scores_gemma":[0.9989182,0.00005165048,0.0004692874,0.0001832778,0.0002972693,0.00008029315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007994949,0.0001695195,0.01140787,0.0001129075,0.0004337636,0.00003856617,0.02464882,0.007706982,0.8672612,0.00002903672,0.0007395312,0.08665229],"study_design_scores_gemma":[0.01350322,0.03179165,0.3567883,0.001448235,0.002748592,0.0094512,0.2514409,0.02697269,0.08710663,0.001368251,0.213476,0.003904363],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583346,0.008566549,0.03279372,0.000067382,0.0001240842,0.0000834504,0.000001563059,0.000001168182,0.00002745917],"genre_scores_gemma":[0.9922422,0.002530743,0.004596389,0.0001961571,0.0004009649,0.000003462539,0.000001465925,0.00001200085,0.00001667727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7801546,"threshold_uncertainty_score":0.2701051,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2395375924","doi":"10.1007/s10897-016-9971-8","title":"DECIDE: a Decision Support Tool to Facilitate Parents’ Choices Regarding Genome‐Wide Sequencing","year":2016,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Rare Disease Foundation","keywords":"Usability; Decision aids; Genetic counseling; Quality (philosophy); Test (biology); Decision support system; Genetic testing; Clinical decision support system; Computer science; Health care; Knowledge management; Psychology; Medicine; Medical education; Applied psychology; Human–computer interaction; Artificial intelligence; Genetics; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.02047217181605924,"gpt":0.2537451507023882,"spread":0.2332729788863289,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005877886,0.0001901754,0.0002528605,0.0001351219,0.0001064791,0.00006421272,0.000348483,0.00008668338,0.00005489177],"category_scores_gemma":[0.0004755104,0.0001330814,0.0002273401,0.00008978787,0.00002887796,0.00001104636,0.00008953807,0.00006987295,0.00002886942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008356249,"about_ca_system_score_gemma":0.000336936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005608265,"about_ca_topic_score_gemma":0.00001752174,"domain_scores_codex":[0.9982705,0.00004128562,0.0007053083,0.0002964976,0.0003493714,0.0003370991],"domain_scores_gemma":[0.9986103,0.00008227566,0.0002970806,0.000308787,0.000450378,0.0002512135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004024081,0.0000317753,0.013043,0.00001954399,0.0001357293,0.0001347269,0.0002842811,0.003013613,0.9214293,0.000001474715,0.00150097,0.06000314],"study_design_scores_gemma":[0.006578456,0.003382798,0.0855977,0.001098232,0.0004068261,0.002224439,0.002125918,0.0001557771,0.09459871,0.001318275,0.8005464,0.001966436],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9170513,0.002046533,0.08023468,0.00009651957,0.000367293,0.0001131718,0.0000244004,0.000004578419,0.0000614927],"genre_scores_gemma":[0.9847701,0.00214412,0.01189824,0.0004202513,0.0004429501,0.000004306502,0.000004096631,0.00002811829,0.0002878225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8268306,"threshold_uncertainty_score":0.54269,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995890206","doi":"10.1007/s10897-008-9151-6","title":"Experiences of Teens Living in the Shadow of Huntington Disease","year":2008,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Family Support in Illness","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; U.S. Public Health Service; National Institutes of Health","keywords":"Genetic counseling; Focus group; Qualitative research; Coping (psychology); Disease; Health care; Psychology; Medicine; Huntington's disease; Gerontology; Clinical psychology; Developmental psychology; Sociology; Genetics","retraction":null,"screen_n_in":null,"score":{"opus":0.0227094689836225,"gpt":0.2822298392692831,"spread":0.2595203702856607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00192197,0.00007046873,0.0002130531,0.0001250897,0.0001749349,0.00001627675,0.0004867229,0.00003873558,0.00008811952],"category_scores_gemma":[0.0009175823,0.00005252298,0.0001097089,0.0003517369,0.0003581888,0.0001198693,0.00001752089,0.0001333773,6.800785e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002722443,"about_ca_system_score_gemma":0.0004797733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005107876,"about_ca_topic_score_gemma":0.0002180236,"domain_scores_codex":[0.9979684,0.0002195231,0.000648109,0.00008216371,0.0008898015,0.0001920342],"domain_scores_gemma":[0.9983475,0.0006111797,0.0005717819,0.0001290682,0.0002699872,0.0000704429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002319917,0.0001178541,0.2666264,0.00002654145,0.00001047842,0.00002722655,0.7293727,0.0007246215,0.0003965892,0.00007357429,0.000204168,0.002396571],"study_design_scores_gemma":[0.0002481151,0.0001182116,0.3228305,0.0005708525,0.00004369091,0.00001789111,0.6732827,0.0002019769,0.0003954036,0.0005995228,0.00151871,0.0001723746],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970109,0.001357484,0.0002345731,0.0001504396,0.0003556153,0.00008056692,6.74077e-7,0.000002644252,0.0008071435],"genre_scores_gemma":[0.9977688,0.00129491,0.0006336519,0.00006909962,0.0001957164,0.000002327051,5.735887e-8,0.000005628468,0.00002987276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0562041,"threshold_uncertainty_score":0.2141825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2035863649","doi":"10.1007/s10897-011-9350-4","title":"Development and Evaluation of a Decision Aid for <i>BRCA</i> Carriers with Breast Cancer","year":2011,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Women's College Hospital; University of Toronto","funders":"National Cancer Institute; National Institutes of Health; City of Hope; National Center for Research Resources; Susan G. Komen for the Cure","keywords":"Breast cancer; Medicine; Genetic counseling; Focus group; Ranking (information retrieval); Stakeholder; Decision aids; Surgical oncology; Decision support system; Family medicine; Oncology; Cancer; Gynecology; Internal medicine; Alternative medicine; Public relations; Computer science; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.0252984791217645,"gpt":0.2914820111241602,"spread":0.2661835320023957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000656614,0.00008204664,0.000120004,0.00005430809,0.00004600611,0.000007456525,0.0000833431,0.00005235973,0.00001655879],"category_scores_gemma":[0.00002988557,0.00006618998,0.00003533494,0.00005661897,0.00004160313,0.000004375265,0.00001268108,0.00003846136,1.063502e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006085696,"about_ca_system_score_gemma":0.0009591409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006168996,"about_ca_topic_score_gemma":0.00008346889,"domain_scores_codex":[0.999128,0.0000218225,0.000326979,0.0001218494,0.0003037158,0.00009761612],"domain_scores_gemma":[0.9984685,0.00001299874,0.000293987,0.0001002999,0.001072839,0.00005140185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002606459,0.0001037271,0.01900374,0.0001016163,0.0006307364,0.000003575034,0.00724152,0.01314884,0.2065663,0.000006191789,0.0009686041,0.7496186],"study_design_scores_gemma":[0.01528311,0.001876677,0.06677171,0.0009898848,0.001651653,0.001638384,0.004633212,0.005331107,0.8390732,0.0008553941,0.06099191,0.0009036953],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647539,0.0054428,0.02943704,0.00002068385,0.0001507072,0.0001524574,0.000009999664,8.342065e-7,0.00003156811],"genre_scores_gemma":[0.8637837,0.0005561425,0.1354746,0.00004002936,0.0001051527,0.00001838963,0.000001549158,0.00001294086,0.000007501134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7487149,"threshold_uncertainty_score":0.2699149,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2078338807","doi":"10.1007/s10897-013-9594-2","title":"“Nothing is Absolute in Life”: Understanding Uncertainty in the Context of Psychiatric Genetic Counseling from the Perspective of those with Serious Mental Illness","year":2013,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Women's Health Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research; Canada Research Chairs; British Columbia Medical Services Foundation; Michael Smith Health Research BC","keywords":"Mental illness; Psychiatry; Genetic counseling; Context (archaeology); Coping (psychology); Psychology; Schizophrenia (object-oriented programming); Perspective (graphical); Clinical psychology; Bipolar disorder; Mental health; Medicine; Cognition","retraction":null,"screen_n_in":null,"score":{"opus":0.01724336088473131,"gpt":0.2646565312175651,"spread":0.2474131703328338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005780107,0.0002018058,0.0004948861,0.0001812144,0.0001062264,0.00003626221,0.000232232,0.00007427217,0.0000519021],"category_scores_gemma":[0.00005499315,0.0001120896,0.0001461417,0.0004084876,0.000124017,0.00007279228,0.00001530675,0.0004107397,0.000001346819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002914366,"about_ca_system_score_gemma":0.0003757403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00570044,"about_ca_topic_score_gemma":0.002268342,"domain_scores_codex":[0.997932,0.0001485184,0.0008234127,0.0001904653,0.0006589418,0.0002466704],"domain_scores_gemma":[0.9983745,0.0004188892,0.0005761156,0.0002594921,0.0002991498,0.00007185763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001606961,0.001039973,0.2682499,0.0001496611,0.001134066,0.00006936197,0.6998985,0.007825677,0.002731514,0.0001142728,0.0001767782,0.01700332],"study_design_scores_gemma":[0.0104689,0.001505871,0.3071837,0.001562075,0.0009084015,0.0004286279,0.662817,0.01084355,0.000168683,0.003472935,0.0002973014,0.0003429953],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9467865,0.04753598,0.001735368,0.003108863,0.0001447278,0.0006116835,0.00001162223,0.000003143157,0.00006216484],"genre_scores_gemma":[0.9914736,0.006581279,0.001240828,0.0005629766,0.0001055662,0.000008510332,0.000001202959,0.00002317545,0.000002877052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04468714,"threshold_uncertainty_score":0.8617398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069818991","doi":"10.1007/s10897-013-9604-4","title":"Incidental Findings from Clinical Genome‐Wide Sequencing: A Review","year":2013,"lang":"en","type":"review","venue":"Journal of Genetic Counseling","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Children's & Women's Health Centre of British Columbia; University of British Columbia","funders":"","keywords":"Genetic counseling; Context (archaeology); Genetic testing; Engineering ethics; Foundation (evidence); Medicine; Genetics; Biology; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.04586085278002467,"gpt":0.3443303299805023,"spread":0.2984694772004777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009147509,0.0004769206,0.001898826,0.0001148289,0.00007911141,0.00008367212,0.0007936398,0.0004382735,0.0001693057],"category_scores_gemma":[0.0005138725,0.0003734217,0.00170965,0.0001189396,0.00007647119,0.00000549381,0.000166579,0.0005345175,0.00008124664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001039811,"about_ca_system_score_gemma":0.001589535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001360122,"about_ca_topic_score_gemma":0.000004376205,"domain_scores_codex":[0.9960476,0.0002834203,0.002481468,0.0004729254,0.0003843659,0.0003302142],"domain_scores_gemma":[0.9969018,0.0001383135,0.001680932,0.0005309965,0.0004094645,0.000338458],"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":[0.00004063383,0.0001814981,0.0003763982,0.01615446,0.002443195,0.0006059214,0.00007235985,0.00002354581,0.0006387541,8.145823e-7,0.02940628,0.9500561],"study_design_scores_gemma":[0.0002402287,0.0002189336,0.00006956729,0.01588332,0.001912142,0.0007654186,0.00002761743,0.000002468178,0.000005181692,0.00002350632,0.9804423,0.0004093406],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0176384,0.9806965,0.0002847272,0.00002148766,0.0007757227,0.0004768999,0.00007305808,0.000003981093,0.00002921921],"genre_scores_gemma":[0.0002101341,0.9949157,0.002052231,0.0006548985,0.001763005,0.00001504359,0.0001818693,0.00008601535,0.0001210534],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.951036,"threshold_uncertainty_score":0.9998718,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2070435430","doi":"10.1007/s10897-013-9633-z","title":"Awareness of Genetic Counseling and Perceptions of its Purpose: A Survey of the Canadian Public","year":2013,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Michael Smith Health Research BC","keywords":"Genetic counseling; Likert scale; Public health; Family medicine; Population; Genetic testing; Medicine; Telephone survey; Perception; Demographics; Scale (ratio); Telephone interview; Psychology; Clinical psychology; Medical education; Demography; Nursing; Developmental psychology; Environmental health; Genetics","retraction":null,"screen_n_in":null,"score":{"opus":0.01870453163022767,"gpt":0.2689142580311623,"spread":0.2502097264009346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007168208,0.0001427888,0.000297351,0.000165519,0.0001316993,0.00003307072,0.0003844597,0.000150174,0.00007289578],"category_scores_gemma":[0.0003298702,0.000118907,0.0001155591,0.0002836144,0.0002012902,0.00001000854,0.00004539334,0.0001419009,9.195671e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006824698,"about_ca_system_score_gemma":0.002375027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007976783,"about_ca_topic_score_gemma":0.05638909,"domain_scores_codex":[0.9982292,0.0001778419,0.0008344465,0.0001734415,0.0003593043,0.0002257603],"domain_scores_gemma":[0.9963416,0.00006111421,0.0006776591,0.000342008,0.002433496,0.0001441423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003559979,0.00008347922,0.379351,0.0001989185,0.0002857198,0.000001717321,0.001411776,0.008063698,0.5967379,0.000008874546,0.0009789258,0.01284231],"study_design_scores_gemma":[0.0008179037,0.0003225548,0.9601359,0.0002120351,0.0001507821,0.0002106105,0.0008951191,0.002399351,0.03233642,0.0001306691,0.002120377,0.0002683148],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859574,0.01125843,0.00199345,0.0002055763,0.0002864129,0.0002130091,0.00005829884,0.000001065305,0.00002633559],"genre_scores_gemma":[0.9939073,0.003561303,0.002286837,0.00006653198,0.000101558,0.000007157658,0.000005792564,0.00002318437,0.00004028641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5807848,"threshold_uncertainty_score":0.9986292,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052232631","doi":"10.1007/s10897-008-9180-1","title":"A Systematic Review of the Effects of Disclosing Carrier Results Generated Through Newborn Screening","year":2008,"lang":"en","type":"review","venue":"Journal of Genetic Counseling","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Formative assessment; Genetic counseling; Context (archaeology); Medicine; Identification (biology); Genetic testing; Public health; Psychology; Nursing; Genetics; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.02475705312883595,"gpt":0.3096879232754465,"spread":0.2849308701466105,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009642803,0.0004341191,0.004564158,0.0001511645,0.00009062386,0.00001475586,0.0004701582,0.0002430528,0.000003495956],"category_scores_gemma":[0.01034261,0.0002394646,0.001499142,0.000702415,0.0001173405,0.00004992419,0.00007894085,0.0007363032,0.000001031745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009287524,"about_ca_system_score_gemma":0.0009456886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003116007,"about_ca_topic_score_gemma":0.000001191781,"domain_scores_codex":[0.9938257,0.000636759,0.003857267,0.0002321096,0.001173122,0.0002750971],"domain_scores_gemma":[0.9904981,0.002121191,0.005577219,0.0007340889,0.0009225369,0.0001468604],"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":[0.00003363597,0.00005127842,0.000005529649,0.9375951,0.0008863665,0.0001627223,0.0002708988,0.00003381567,0.00001606161,0.000001102539,0.0008551939,0.06008825],"study_design_scores_gemma":[0.0007420839,0.0002999471,0.00001056503,0.9543157,0.01231001,0.002783961,0.00002377278,0.00004431323,0.00005952267,0.000004054241,0.02922473,0.0001813629],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001221658,0.9941476,0.003578561,0.00003776983,0.0004579861,0.001537574,0.00004210122,0.000008111231,0.0000681278],"genre_scores_gemma":[0.00009800834,0.9895724,0.00971015,0.0001321761,0.0003531393,0.00001087956,0.00001217106,0.00006020525,0.0000508656],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05990689,"threshold_uncertainty_score":0.9979937,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2883336204","doi":"10.1007/s10897-018-0281-1","title":"Assessing an Interactive Online Tool to Support Parents' Genomic Testing Decisions","year":2018,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"Canada Excellence Research Chairs, Government of Canada; Canadian Institutes of Health Research; Alva Foundation","keywords":"Genetic counseling; Empowerment; Genetic testing; Intervention (counseling); Test (biology); Preference; Medicine; Psychology; Family medicine; Clinical psychology; Medical education; Applied psychology; Nursing; Genetics","retraction":null,"screen_n_in":null,"score":{"opus":0.03262171573340754,"gpt":0.3372450175208531,"spread":0.3046233017874456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003202926,0.0001502722,0.0001875954,0.0001108228,0.0001492384,0.0001473729,0.0003074027,0.00006688532,0.00003144616],"category_scores_gemma":[0.0005528555,0.0001353747,0.0001037532,0.0001081686,0.00003863995,0.0000156918,0.00008802377,0.0001107079,0.00001087606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003419434,"about_ca_system_score_gemma":0.0004099559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000078519,"about_ca_topic_score_gemma":0.00002886644,"domain_scores_codex":[0.9987236,0.00004793383,0.0005486901,0.0002397533,0.0001985545,0.0002414457],"domain_scores_gemma":[0.9983135,0.00004901576,0.0003111305,0.0002532256,0.0008500073,0.0002230933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001641568,0.0001971795,0.006609349,0.000004313644,0.00007646942,0.00005808042,0.0003903706,0.001735104,0.8703467,5.958728e-7,0.00044094,0.1199768],"study_design_scores_gemma":[0.007221839,0.02755448,0.6447059,0.001415758,0.001136379,0.008274629,0.0198884,0.01103358,0.1342097,0.001386347,0.1394576,0.003715352],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789616,0.0002926231,0.02003826,0.00003314542,0.0005122674,0.00008447602,0.00002045291,0.000004307191,0.00005282255],"genre_scores_gemma":[0.9473815,0.0001078117,0.05034539,0.0005043654,0.00159239,9.464262e-7,0.00001820492,0.00002849323,0.00002090697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.736137,"threshold_uncertainty_score":0.552042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2985557605","doi":"10.1002/jgc4.1187","title":"Trans‐inclusive genetic counseling services: Recommendations from members of the transgender and non‐binary community","year":2019,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":45,"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","funders":"University of British Columbia; Canada Research Chairs","keywords":"Transgender; Genetic counseling; CLARITY; Psychology; Qualitative research; Identity (music); Gender identity; Medicine; Developmental psychology; Clinical psychology; Social psychology; Sociology; Genetics","retraction":null,"screen_n_in":null,"score":{"opus":0.0210920248174981,"gpt":0.3241344468079846,"spread":0.3030424219904865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009147517,0.0002087683,0.0004380278,0.0001535675,0.0004121677,0.00004411606,0.0006044792,0.0001760437,0.0008485767],"category_scores_gemma":[0.00001196558,0.000172266,0.0002083165,0.0002247356,0.0001046049,0.0001045647,0.00003684272,0.0008065905,0.00001329064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006605547,"about_ca_system_score_gemma":0.0002293084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006095179,"about_ca_topic_score_gemma":0.001689923,"domain_scores_codex":[0.9974189,0.0006644375,0.001026375,0.0001780311,0.0004018412,0.0003103537],"domain_scores_gemma":[0.9977399,0.0005240404,0.0006960212,0.0005306768,0.0003589061,0.0001504725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001024531,0.001464427,0.2827371,0.003695838,0.002081766,0.00004979235,0.6108556,0.01327153,0.03740478,0.00005735802,0.006195332,0.0411619],"study_design_scores_gemma":[0.009960664,0.001428983,0.871066,0.001312169,0.002085316,0.0006353061,0.07058956,0.004806328,0.0002053965,0.007035632,0.02980172,0.001072973],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868132,0.006960286,0.0009763424,0.001840049,0.002107717,0.0003067534,0.00005323215,0.000008208372,0.0009342527],"genre_scores_gemma":[0.9915204,0.005582823,0.001319024,0.000971082,0.0003274454,0.000003131825,0.000004990809,0.00003561881,0.0002354548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5883289,"threshold_uncertainty_score":0.929132,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2531767262","doi":"10.1007/s10897-016-0029-8","title":"A Review of the Genetics of Intracranial Berry Aneurysms and Implications for Genetic Counseling","year":2016,"lang":"en","type":"review","venue":"Journal of Genetic Counseling","topic":"Moyamoya disease diagnosis and treatment","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research; Brain Aneurysm Foundation; BC Children's Hospital; Children's Hospital Foundation","keywords":"Genetic counseling; Family history; Marfan syndrome; Genetic testing; Medicine; Disease; Medical genetics; Genetics; Mendelian inheritance; Genetic linkage; Human genetics; Biology; Pathology; Internal medicine; Gene","retraction":null,"screen_n_in":null,"score":{"opus":0.03257211745813644,"gpt":0.3455443167815772,"spread":0.3129721993234408,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005958392,0.0003603946,0.00214928,0.0001596636,0.00007527837,0.00001390729,0.000289631,0.0001733301,0.00003044582],"category_scores_gemma":[0.0002962515,0.000202943,0.001135765,0.0001976787,0.0001264455,0.00001793259,0.00003717473,0.0002145513,0.000001182118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008318449,"about_ca_system_score_gemma":0.001063647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002442704,"about_ca_topic_score_gemma":0.000001671065,"domain_scores_codex":[0.9966785,0.0001259947,0.002262729,0.0002694171,0.0004229911,0.0002404181],"domain_scores_gemma":[0.9950201,0.0006349352,0.002517118,0.000566955,0.001064801,0.0001961092],"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":[0.00002742294,0.000203968,0.0003261714,0.08706862,0.0006271736,0.00001014533,0.00006240355,0.000003246286,0.0000501694,0.000006172754,0.000700477,0.9109141],"study_design_scores_gemma":[0.001421055,0.0006505323,0.001721359,0.3271571,0.01822338,0.002439043,0.00001447145,0.00002440399,0.00001549873,0.0001861519,0.647864,0.0002830655],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002157898,0.9943981,0.0008184109,0.0003499584,0.0002643825,0.001764301,0.0002338498,0.000004641529,0.000008497668],"genre_scores_gemma":[0.0004150135,0.9934957,0.005224336,0.0002495913,0.0004427611,0.00007718607,0.000005045988,0.00007645033,0.00001389281],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9106309,"threshold_uncertainty_score":0.8275777,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026958315","doi":"10.1007/s10897-007-9121-4","title":"Psychiatric Disorders in Clinical Genetics II: Individualizing Recurrence Risks","year":2007,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":45,"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","funders":"Canadian Institutes of Health Research; National Institutes of Health; Michael Smith Health Research BC","keywords":"Genetic counseling; Psychiatry; Medicine; Public health; Psychiatric genetics; Clinical Practice; Session (web analytics); Medical genetics; Family medicine; Psychology; Schizophrenia (object-oriented programming); Nursing; Genetics","retraction":null,"screen_n_in":null,"score":{"opus":0.0597867413481831,"gpt":0.408491772214581,"spread":0.3487050308663979,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002871916,0.0001465987,0.0003852627,0.0004906423,0.00009074615,0.00002216734,0.0001706543,0.0001168816,0.00003737979],"category_scores_gemma":[0.0003677776,0.000119499,0.0002114953,0.0004897338,0.00006843457,0.00003870833,0.00003533748,0.0006990682,0.00000861676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009669143,"about_ca_system_score_gemma":0.0005391281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000232385,"about_ca_topic_score_gemma":0.0003638519,"domain_scores_codex":[0.9972402,0.00009267067,0.00131027,0.0001932908,0.0007532976,0.0004102913],"domain_scores_gemma":[0.9985037,0.0003207803,0.0003952097,0.0002078315,0.0002189591,0.0003534543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001561441,0.0004457843,0.6134598,0.00002147236,0.00008081305,0.0001576579,0.0003484696,0.0001387117,0.00003733187,0.000007138502,0.000131174,0.3836102],"study_design_scores_gemma":[0.005983721,0.002162075,0.9860706,0.0002124937,0.000159965,0.000381924,0.0003144855,0.0005194371,0.00006715363,0.001332065,0.002662297,0.0001337438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765099,0.01913363,0.00282486,0.0005454844,0.0005993433,0.0002213918,0.000001398173,0.000006899243,0.0001570907],"genre_scores_gemma":[0.9376277,0.01967119,0.04198362,0.00009392151,0.0005904497,0.000001341867,0.000001169665,0.00001757227,0.00001297319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3834765,"threshold_uncertainty_score":0.4873027,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1178941796","doi":"10.1007/s10897-015-9871-3","title":"Parents’ Experience with Pediatric Microarray: Transferrable Lessons in the Era of Genomic Counseling","year":2015,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"University of Toronto","keywords":"Genetic counseling; Human genetics; Public health; Medicine; Genomic medicine; Family medicine; Genetics; Biology; Nursing; Computational biology; Gene","retraction":null,"screen_n_in":null,"score":{"opus":0.02242257522968092,"gpt":0.2811260322467797,"spread":0.2587034570170988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007659672,0.0001360373,0.0002015037,0.00007853207,0.00005050945,0.00002975742,0.0004016406,0.00007775718,0.00000695636],"category_scores_gemma":[0.00004397626,0.00009996985,0.00007314759,0.0002069778,0.00007512937,0.000007846555,0.00001251828,0.0002237151,0.000001140814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006031962,"about_ca_system_score_gemma":0.0008612228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002797779,"about_ca_topic_score_gemma":0.0000785076,"domain_scores_codex":[0.9985889,0.00009736401,0.0005525047,0.0001773543,0.0003746351,0.000209294],"domain_scores_gemma":[0.9989451,0.00003342097,0.0002811786,0.0002594047,0.0004127895,0.00006808378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001152151,0.0004867897,0.07895899,0.0001228806,0.000200411,0.00008310083,0.07548541,0.2410554,0.5921429,0.00001384142,0.001931204,0.008366906],"study_design_scores_gemma":[0.03830378,0.01566596,0.1318757,0.001368023,0.002229353,0.0101071,0.2962909,0.006189552,0.3946025,0.002454518,0.0961122,0.00480041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701366,0.01401988,0.01520057,0.0002540346,0.0002199937,0.0001202234,0.00000532994,0.000001599506,0.00004173813],"genre_scores_gemma":[0.9890085,0.004181675,0.006268208,0.0001435711,0.0003556864,0.000009302613,0.000002618418,0.00002000576,0.00001046604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2348658,"threshold_uncertainty_score":0.4076652,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2549759005","doi":"10.1007/s10897-016-0042-y","title":"Teaching Genetic Counseling Skills: Incorporating a Genetic Counseling Adaptation Continuum Model to Address Psychosocial Complexity","year":2016,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Family and Disability Support Research","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":"Canada Research Chairs; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Genetic counseling; Psychosocial; CLARITY; Harm; Psychology; Adaptation (eye); Medicine; Social skills; Medical education; Applied psychology; Clinical psychology; Psychotherapist; Social psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.06384691607211396,"gpt":0.3614923479564567,"spread":0.2976454318843428,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004221754,0.0006245509,0.001030345,0.0005936156,0.0007202555,0.0002690112,0.001059964,0.0003973282,0.0004296821],"category_scores_gemma":[0.000858372,0.0005326595,0.0004558929,0.0004779223,0.0003646517,0.0003060138,0.0000992686,0.001067457,0.0001756465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003952768,"about_ca_system_score_gemma":0.0007646405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004862088,"about_ca_topic_score_gemma":0.0007502318,"domain_scores_codex":[0.9920974,0.0009295925,0.00280667,0.0009575264,0.001919733,0.001289068],"domain_scores_gemma":[0.9942318,0.001180615,0.001379917,0.0008257874,0.001640034,0.0007418942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003699703,0.00292708,0.05119121,0.0004738267,0.001295378,0.0007754528,0.1693338,0.1091982,0.1159136,0.0007290232,0.01878671,0.525676],"study_design_scores_gemma":[0.04249442,0.01006139,0.1598598,0.01044648,0.002722,0.005630691,0.1507135,0.4395352,0.001918082,0.1364339,0.02914844,0.01103615],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6791072,0.001745837,0.3158652,0.0008183396,0.001277667,0.0005799664,0.00004293638,0.00006239282,0.0005004375],"genre_scores_gemma":[0.9182914,0.0002759715,0.07810186,0.0009568307,0.001766459,0.00005157245,0.000005344369,0.0001270759,0.0004235081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5146399,"threshold_uncertainty_score":0.9997125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018973366","doi":"10.1007/s10897-006-9082-z","title":"Information Processing in the Context of Genetic Risk: Implications for Genetic‐Risk Communication","year":2007,"lang":"en","type":"review","venue":"Journal of Genetic Counseling","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University; University of Ottawa","funders":"","keywords":"Risk communication; Context (archaeology); Genetic counseling; Public health; Human genetics; Genetic testing; Medicine; Genetics; Risk analysis (engineering); Biology; Gene; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.06880841356569302,"gpt":0.4040467545941118,"spread":0.3352383410284188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00457525,0.0001858947,0.0006188053,0.0004282233,0.0005170233,0.0001730963,0.0009059839,0.0001909455,0.00001712276],"category_scores_gemma":[0.0004190263,0.000140906,0.0003421465,0.0005336421,0.000156416,0.0001872532,0.00002884009,0.000420587,0.000005842213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002047527,"about_ca_system_score_gemma":0.0006416536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004011863,"about_ca_topic_score_gemma":0.001014337,"domain_scores_codex":[0.9964655,0.0006434328,0.002026731,0.0001032977,0.0005092102,0.0002518262],"domain_scores_gemma":[0.9946437,0.0004956899,0.003676149,0.0003606071,0.0007558024,0.00006807808],"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":[0.000005960643,0.00003531897,0.0002278517,0.0006395275,0.00002628267,1.583667e-7,0.02271163,0.0002223503,1.850634e-7,0.00007323991,0.0004603012,0.9755972],"study_design_scores_gemma":[0.0002631413,0.00005799406,0.004431759,0.001593949,0.0006215463,0.00001091428,0.01246345,0.0001397102,5.622653e-8,0.0005636778,0.9797087,0.0001450581],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001353133,0.9319221,0.06466442,0.0002009604,0.0001465726,0.00135514,0.00002521759,0.000007807185,0.0003246898],"genre_scores_gemma":[0.005321806,0.9769691,0.01728319,0.00010626,0.0002191199,0.00005761678,0.0000100677,0.00001554911,0.00001729847],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9792485,"threshold_uncertainty_score":0.574598,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W151800064","doi":"10.1023/a:1022663324006","title":"Assessment of the Effectiveness of Genetic Counseling by Telephone Compared to a Clinic Visit","year":2003,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Ethics and Legal Issues in Pediatric Healthcare","field":"Medicine","cited_by":42,"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; Children's & Women's Health Centre of British Columbia; University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Genetic counseling; Anxiety; Medicine; Amniocentesis; Telephone counseling; Family medicine; Telephone interview; Pregnancy; Clinical psychology; Psychiatry; Prenatal diagnosis; Intervention (counseling); Fetus; Genetics","retraction":null,"screen_n_in":null,"score":{"opus":0.02150608098815287,"gpt":0.3680073279138685,"spread":0.3465012469257157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005278186,0.0002059951,0.0009082507,0.0001698784,0.00009577985,0.00001777238,0.0002883864,0.000175861,0.00008282918],"category_scores_gemma":[0.0009256463,0.0001514386,0.0002899061,0.0005450797,0.00009332034,0.00002849288,0.00002771802,0.0007922344,0.000002617488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001540563,"about_ca_system_score_gemma":0.001256733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008157198,"about_ca_topic_score_gemma":0.00000931034,"domain_scores_codex":[0.9957732,0.0007907548,0.001681311,0.0002295733,0.001212898,0.0003122851],"domain_scores_gemma":[0.9952723,0.001437092,0.0009362727,0.0004475338,0.001644714,0.0002620262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001771205,0.001879476,0.6933073,0.007369875,0.001190877,0.0001848158,0.009949493,0.02546752,0.2474052,0.0001676754,0.002597175,0.008709379],"study_design_scores_gemma":[0.01466105,0.007848968,0.8743454,0.01217428,0.002775768,0.001488864,0.004982403,0.00494759,0.03209546,0.002391443,0.04110577,0.001182988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686328,0.01297875,0.01642646,0.0002228747,0.0008456873,0.000542115,0.00001112334,0.000005401169,0.0003347428],"genre_scores_gemma":[0.9819445,0.003144963,0.01427698,0.0003246166,0.0002208715,0.000005134146,9.723404e-7,0.00003354365,0.00004839449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2153098,"threshold_uncertainty_score":0.6175487,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159123477","doi":"10.1007/s10897-008-9179-7","title":"Disease Rarity, Carrier Status, and Gender: A Triple Disadvantage for Women with Fabry Disease","year":2008,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Lysosomal Storage Disorders Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; York University; Toronto General Hospital; Simon Fraser University","funders":"","keywords":"Disadvantage; Disease; Fabry disease; Disadvantaged; Genetic counseling; Fabry's disease; Medicine; Genetic testing; Health care; Public health; Family medicine; Psychiatry; Pathology; Internal medicine; Genetics","retraction":null,"screen_n_in":null,"score":{"opus":0.02567034904299517,"gpt":0.297491198990975,"spread":0.2718208499479799,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003039209,0.0001769464,0.0003770765,0.0001684053,0.0002017411,0.00003807296,0.0001043481,0.00003845874,0.00007047973],"category_scores_gemma":[0.0003251154,0.000132796,0.0001001482,0.0001578622,0.000161631,0.000118597,0.00002990653,0.0002384521,0.000001098348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001704402,"about_ca_system_score_gemma":0.001142614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008547066,"about_ca_topic_score_gemma":0.000004214403,"domain_scores_codex":[0.998021,0.00004785936,0.0004074494,0.0002250037,0.0007958495,0.0005028106],"domain_scores_gemma":[0.9976585,0.0001081607,0.0001746139,0.0002173349,0.0004404612,0.001400966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02428419,0.0006344136,0.9420363,0.001222684,0.000464678,0.003613174,0.008707534,0.0003813178,0.001167009,0.00001633342,0.001204042,0.01626832],"study_design_scores_gemma":[0.01791899,0.00235849,0.9442842,0.0002888015,0.0006291965,0.001115266,0.003433654,0.004075986,0.0000435076,0.002375325,0.02293362,0.0005429387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765619,0.01467836,0.007716104,0.0003279326,0.00008180225,0.0005294553,0.00005559514,0.00001153911,0.00003729674],"genre_scores_gemma":[0.9919108,0.005236058,0.001817983,0.0002213793,0.0002519285,0.00002874594,0.000005484373,0.00004280862,0.0004848537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02172958,"threshold_uncertainty_score":0.5415263,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2148132315","doi":"10.1007/s10897-007-9088-1","title":"Disclosure of Genetics Research Results after the Death of the Patient Participant: A Qualitative Study of the Impact on Relatives","year":2007,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Family Support in Illness","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Institute of Cancer Research; Cancer Research UK","keywords":"Genetic counseling; Genetic testing; Informed consent; Qualitative research; Medicine; Anxiety; Cancer; Family medicine; Family history; Medical genetics; Human genetics; Psychiatry; Alternative medicine; Genetics; Pathology; Surgery; Internal medicine; Biology; Gene","retraction":null,"screen_n_in":null,"score":{"opus":0.1291279967477454,"gpt":0.4587651294254995,"spread":0.3296371326777541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01282035,0.0001252675,0.0003192867,0.0001079204,0.0003770027,0.00002198069,0.0007471035,0.00007524837,0.00001492135],"category_scores_gemma":[0.001911046,0.00005410587,0.0002369358,0.0006761557,0.0007634471,0.00004841198,0.00009810119,0.0005222812,4.791106e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001051853,"about_ca_system_score_gemma":0.0005218855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001096684,"about_ca_topic_score_gemma":0.0008880825,"domain_scores_codex":[0.9927198,0.002949275,0.001344642,0.0001420979,0.002474718,0.0003694655],"domain_scores_gemma":[0.993396,0.003352632,0.001340407,0.0004728035,0.001358205,0.00007993224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001014816,0.0005008971,0.05769974,0.00001108777,0.0001562099,0.000005095457,0.934099,0.004844573,0.0005385493,0.00009967469,0.00009194228,0.0009383931],"study_design_scores_gemma":[0.0004713397,0.001197956,0.440427,0.0002655941,0.00008305793,0.000002354283,0.5543199,0.00003791425,0.001150523,0.001854729,0.000124705,0.00006495797],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970245,0.00110047,0.00002664181,0.0004129043,0.0003051247,0.0005662031,0.00002232453,0.00000137037,0.0005404198],"genre_scores_gemma":[0.9995706,0.0001668898,0.00008738851,0.00001867119,0.00009732673,0.000004131004,6.539796e-8,0.00001196992,0.00004294251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3827272,"threshold_uncertainty_score":0.4443302,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092889298","doi":"10.1007/s10897-008-9150-7","title":"Health Behaviors and Psychological Distress in Women Initiating <i>BRCA1/2</i> Genetic Testing: Comparison with Control Population","year":2008,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre hospitalier de l'Université Laval; Hôtel-Dieu de Québec; Université Laval; Concordia University; Hôpital du Saint-Sacrement","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Psychosocial; Genetic counseling; Genetic testing; Medicine; Distress; Population; Clinical psychology; Breast cancer; Public health; Psychiatry; Cancer; Internal medicine; Environmental health; Nursing","retraction":null,"screen_n_in":null,"score":{"opus":0.02845804054225115,"gpt":0.315496125484322,"spread":0.2870380849420709,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000333156,0.0001490061,0.0003098031,0.00008970511,0.0001246773,0.00002378395,0.0001220992,0.00008694814,0.000004609487],"category_scores_gemma":[0.0001191968,0.0001311788,0.00003192769,0.0001602723,0.00008401238,0.000006484774,0.00001694328,0.000198102,3.027615e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001196307,"about_ca_system_score_gemma":0.0001652975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003852368,"about_ca_topic_score_gemma":0.00005646703,"domain_scores_codex":[0.9984317,0.0001166106,0.0006972741,0.0002354718,0.000246464,0.0002724843],"domain_scores_gemma":[0.9989224,0.00004880057,0.0005361465,0.0001506977,0.0001921555,0.0001498182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00039202,0.0002598711,0.8901441,0.00003612832,0.00004851499,0.00006430458,0.001797688,0.0407917,0.02056248,5.978637e-7,0.0001711861,0.04573148],"study_design_scores_gemma":[0.002750238,0.002232794,0.9907307,0.0001317166,0.0000257901,0.001580587,0.0005209971,0.001180188,0.0003330722,0.0000366016,0.0002390914,0.0002382491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988822,0.003963103,0.006802288,0.0001360291,0.0001028561,0.0001504032,0.000006651297,0.000004698248,0.00001195692],"genre_scores_gemma":[0.9804391,0.0006274185,0.01835208,0.0003444715,0.0001945381,0.00001246361,0.000005348501,0.00002092308,0.000003692401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1005866,"threshold_uncertainty_score":0.5349317,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059621931","doi":"10.1007/s10897-006-9029-4","title":"Games in Clinical Genetic Counseling Supervision","year":2006,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; McGill University; University of British Columbia","funders":"","keywords":"Genetic counseling; Internship; Socialization; Psychology; Medical education; Medicine; Health care; Applied psychology; Social psychology; Genetics","retraction":null,"screen_n_in":null,"score":{"opus":0.02882498983386933,"gpt":0.3505530593992075,"spread":0.3217280695653382,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00412586,0.0003329312,0.0007576767,0.0004825002,0.0001337347,0.0001556678,0.0005532658,0.0003431942,0.0008835339],"category_scores_gemma":[0.0002376285,0.0003016568,0.0004238816,0.0004716481,0.00009239561,0.0002131361,0.0000383785,0.001000232,0.0001517006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006691302,"about_ca_system_score_gemma":0.0002289469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005527473,"about_ca_topic_score_gemma":0.0002287671,"domain_scores_codex":[0.9942469,0.0005925176,0.003118206,0.0005017113,0.0009162886,0.000624392],"domain_scores_gemma":[0.9965389,0.001188666,0.0009184864,0.0005452278,0.0006230423,0.0001856518],"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":[0.001389091,0.001771295,0.160017,0.00008822111,0.0002078082,0.002272218,0.007911789,0.02101649,0.002993703,0.00009834395,0.01280517,0.7894289],"study_design_scores_gemma":[0.010839,0.002402521,0.5211512,0.00122787,0.0005644559,0.003936356,0.006298712,0.02537317,0.00007134737,0.005385433,0.4211717,0.001578254],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9249243,0.06313072,0.007285041,0.0004515753,0.003305278,0.0001864191,0.000003013626,0.00002777205,0.0006859407],"genre_scores_gemma":[0.9701408,0.01669435,0.01024381,0.0004367042,0.002079481,0.000004455038,0.00000264792,0.00006822673,0.0003295747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7878506,"threshold_uncertainty_score":0.9999436,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2279850136","doi":"10.1007/s10897-015-9927-4","title":"Further Defining the Role of the Laboratory Genetic Counselor","year":2016,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Genetic counseling; Interpretation (philosophy); Test (biology); Genetic testing; Phone; Psychology; Applied psychology; Social psychology; Medicine; Computer science; Genetics; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.00407688392424416,"gpt":0.2247985716359086,"spread":0.2207216877116644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000505702,0.0001268282,0.0001472109,0.00003719541,0.00009905753,0.00001865378,0.0005028347,0.0000900743,0.00004544582],"category_scores_gemma":[0.0001559875,0.00006305189,0.0001492778,0.0001478984,0.000176964,0.000004162157,0.00005104932,0.0001091659,0.000005810358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004480373,"about_ca_system_score_gemma":0.0006223434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003619635,"about_ca_topic_score_gemma":0.00001905592,"domain_scores_codex":[0.9986828,0.0001292346,0.0005020596,0.0001452063,0.0003563866,0.0001842927],"domain_scores_gemma":[0.9983314,0.00007729702,0.0005234814,0.00043671,0.0005858745,0.00004521491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007270063,0.00002966718,0.01392346,0.000009462656,0.0001639634,0.000002019197,0.0008705314,0.001858824,0.9296793,0.00003284691,0.00151994,0.05183724],"study_design_scores_gemma":[0.001534742,0.0004300495,0.03411692,0.0002637984,0.0002631551,0.0003360952,0.001930903,0.0001719089,0.5972175,0.002000223,0.3613569,0.0003778472],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9539738,0.04071981,0.00380869,0.0007098517,0.0005413252,0.0001004849,0.00001771988,0.000002436836,0.0001258834],"genre_scores_gemma":[0.9941072,0.002529331,0.002513524,0.0002912923,0.0004372941,0.000005527312,2.805765e-7,0.00002811446,0.00008738483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3598369,"threshold_uncertainty_score":0.2571182,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2547967304","doi":"10.1007/s10897-016-0023-1","title":"Theories for Psychotherapeutic Genetic Counseling: Fuzzy Trace Theory and Cognitive Behavior Theory","year":2016,"lang":"en","type":"review","venue":"Journal of Genetic Counseling","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":39,"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","funders":"National Human Genome Research Institute; BC Mental Health and Substance Use Services; School of Medicine, Stanford University; National Institutes of Health; Canada Excellence Research Chairs, Government of Canada; Canada Research Chairs","keywords":"Genetic counseling; Cognition; TRACE (psycholinguistics); Psychology; Psychotherapist; Psychological Theory; Applied psychology; Social psychology; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.04106282815115588,"gpt":0.4046038970029221,"spread":0.3635410688517662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003179521,0.0007480732,0.001772713,0.00043791,0.000266156,0.0001299111,0.0007004178,0.0006277576,0.0006038306],"category_scores_gemma":[0.00006261138,0.0005330839,0.0008908095,0.0002599916,0.0003971963,0.00006536829,0.00001438773,0.0006495356,0.00003061922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006814925,"about_ca_system_score_gemma":0.0002985245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000119904,"about_ca_topic_score_gemma":0.000001355307,"domain_scores_codex":[0.9954852,0.0009377079,0.001903377,0.0006855682,0.0003865602,0.000601556],"domain_scores_gemma":[0.9925734,0.003947836,0.002063907,0.0006193495,0.000569863,0.0002256358],"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":[0.0004501559,0.0002365831,0.000005932631,0.0006578811,0.0009515702,0.00001882875,0.001728517,1.525308e-7,0.00002734079,0.0109156,0.0004076736,0.9845998],"study_design_scores_gemma":[0.00125191,0.0006157195,0.00003760345,0.008069365,0.003910403,0.001430947,0.0005959363,7.065651e-7,0.000002849542,0.1221044,0.8613234,0.0006567147],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003295132,0.7633333,0.2330754,0.00003679858,0.0008835652,0.001749137,0.0001979739,0.00004744434,0.0003469539],"genre_scores_gemma":[0.0004200251,0.9913318,0.004263798,0.0003137329,0.001237787,0.00097694,0.000005861324,0.0002498269,0.001200295],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.983943,"threshold_uncertainty_score":0.999712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3097940435","doi":"10.1002/jgc4.1353","title":"Rapid genome‐wide sequencing in a neonatal intensive care unit: A retrospective qualitative exploration of parental experiences","year":2020,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"BC Children's Hospital; Women's Health Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Regret; Thematic analysis; Neonatal intensive care unit; Context (archaeology); Qualitative research; Medicine; Family medicine; Exome sequencing; Intensive care; Genetic counseling; Perception; Harm; Developmental psychology; Nursing; Pediatrics; Psychology; Social psychology; Genetics; Intensive care medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.03568084263049429,"gpt":0.2974042998081274,"spread":0.2617234571776331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001549685,0.000119377,0.0002326806,0.00007126077,0.00003869683,0.00001698335,0.0001527039,0.00005652818,0.00001170105],"category_scores_gemma":[0.0003694086,0.0001106421,0.0001173596,0.0001317342,0.00007090565,0.0000142195,0.00003755615,0.0001071936,5.308171e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000604516,"about_ca_system_score_gemma":0.0003585298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001579784,"about_ca_topic_score_gemma":0.00002728315,"domain_scores_codex":[0.9988886,0.0001016325,0.0004962014,0.0001771241,0.0002029377,0.0001335583],"domain_scores_gemma":[0.9983995,0.00002451761,0.0003825131,0.00008390512,0.001015919,0.00009362994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000496878,0.00001066708,0.006385334,0.00005278177,0.00009128599,0.00009285921,0.8213757,0.004974272,0.1653127,0.000003835056,0.00003142645,0.00117229],"study_design_scores_gemma":[0.0006445834,0.0009674092,0.0019488,0.00006405717,0.00002747727,0.00003907002,0.9720389,0.0002508243,0.02337446,0.00007841292,0.0004201923,0.0001458319],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805901,0.01559877,0.003481787,0.00008442011,0.0001060929,0.0001064626,0.00001805251,0.000001588089,0.00001270515],"genre_scores_gemma":[0.9972748,0.001413936,0.000875655,0.0002347718,0.0001618821,0.000005435449,0.00001953064,0.0000125168,0.000001539543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1506632,"threshold_uncertainty_score":0.4511855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026800193","doi":"10.1007/s10897-011-9417-2","title":"What is a “Balanced” Description? Insight from Parents of Individuals with Down Syndrome","year":2011,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":38,"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","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC; National Society of Genetic Counselors","keywords":"Down syndrome; Terminology; Genetic counseling; Context (archaeology); Coping (psychology); Psychology; Negativity effect; Medicine; Developmental psychology; Clinical psychology; Family medicine; Psychiatry; Genetics","retraction":null,"screen_n_in":null,"score":{"opus":0.02704447635863079,"gpt":0.2474954114597235,"spread":0.2204509351010927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002106644,0.0001299086,0.0004042988,0.0001290221,0.00003319859,0.00003465354,0.0001427923,0.00007743215,0.0001669998],"category_scores_gemma":[0.00008032971,0.0000931315,0.00008743198,0.0001441466,0.00005602849,0.0002080395,0.0000208379,0.0002090427,0.000008051401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002714102,"about_ca_system_score_gemma":0.000139208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001016109,"about_ca_topic_score_gemma":0.00000772912,"domain_scores_codex":[0.9985473,0.00003154188,0.0005565342,0.0001270921,0.0005713414,0.0001662041],"domain_scores_gemma":[0.9986765,0.0001029236,0.0004852187,0.0002007568,0.0003575161,0.0001770967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007806014,0.0004493689,0.9630973,0.00008853099,0.000723086,0.0008523084,0.01671139,0.0001048031,0.002272396,0.000004405985,0.0006563747,0.01425947],"study_design_scores_gemma":[0.004526154,0.002671174,0.9722603,0.005616608,0.0009710207,0.002234938,0.002701054,0.0002204468,0.006497042,0.0008502593,0.001193356,0.0002576399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851795,0.01017253,0.004025317,0.00008251439,0.0003087518,0.00009877501,0.00001769763,0.00000820625,0.000106695],"genre_scores_gemma":[0.9734365,0.003825829,0.02229648,0.0002925382,0.0001003854,0.000001512029,0.000004713213,0.00001588703,0.00002612248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01827117,"threshold_uncertainty_score":0.3797792,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071588140","doi":"10.1007/s10897-009-9218-z","title":"Decision‐Making About Inherited Cancer Risk: Exploring Dimensions of Genetic Responsibility","year":2009,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Children's Hospital of Eastern Ontario; Mount Sinai Hospital; McMaster University; University of Toronto; University of Ottawa; Izaak Walton Killam Health Centre","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Genetic testing; Genetic counseling; Framing (construction); Obligation; Social psychology; Psychology; Qualitative research; Moral responsibility; Genetics; Sociology; Political science; Law; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.02415090788195834,"gpt":0.3170418149393626,"spread":0.2928909070574042,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008051072,0.0002079874,0.0003456655,0.0001973899,0.0001448489,0.00003053735,0.000336541,0.0001395409,0.00004688654],"category_scores_gemma":[0.0006765323,0.000179323,0.000228454,0.0003230331,0.00008352671,0.00001160198,0.00005291563,0.0002607085,0.000001594867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001199391,"about_ca_system_score_gemma":0.000577323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001590324,"about_ca_topic_score_gemma":0.00004459281,"domain_scores_codex":[0.9976384,0.0001608262,0.001115104,0.0003219614,0.0004757819,0.0002879274],"domain_scores_gemma":[0.9974925,0.0001348922,0.0008522648,0.0005110481,0.000894646,0.0001146527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001052354,0.0001661463,0.03338508,0.00003009171,0.0002257162,0.00002826145,0.001340189,0.1416762,0.4693434,0.000002826974,0.001162994,0.3515867],"study_design_scores_gemma":[0.002854591,0.001817972,0.8733425,0.00135299,0.00054532,0.0004048565,0.0008927418,0.00399954,0.09024964,0.002923778,0.02074988,0.0008661701],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9377888,0.02833833,0.03289569,0.00006845282,0.0007246673,0.0001376439,0.00001727001,0.000006252427,0.00002292486],"genre_scores_gemma":[0.9175053,0.01776269,0.06406287,0.0001493583,0.0004668276,0.000007816279,0.000001210371,0.0000267317,0.00001726303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8399574,"threshold_uncertainty_score":0.7312579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2408266328","doi":"10.1007/s10897-016-9968-3","title":"The Relationship Between Burnout and Occupational Stress in Genetic Counselors","year":2016,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Mount Sinai Hospital; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Burnout; Cynicism; Occupational stress; Emotional exhaustion; Psychology; Occupational burnout; Clinical psychology; Variance (accounting); Affect (linguistics); Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.07708734965781602,"gpt":0.4151767644698052,"spread":0.3380894148119892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002355393,0.0001617505,0.0003301325,0.0002222157,0.0009514802,0.00002482466,0.0002627143,0.0002222761,0.0000501232],"category_scores_gemma":[0.001289136,0.00008675157,0.00006634822,0.0002221312,0.0001268665,0.0001014255,0.00004828849,0.000731273,0.00002046283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001862259,"about_ca_system_score_gemma":0.001117393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007798737,"about_ca_topic_score_gemma":0.0005066185,"domain_scores_codex":[0.9963365,0.0007812859,0.001625811,0.000187473,0.0005872553,0.0004817054],"domain_scores_gemma":[0.989247,0.008942537,0.0008149002,0.0002114707,0.0005961108,0.0001879561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009950914,0.00001474832,0.947989,0.00007519165,0.00002001894,0.000009902116,0.001081926,0.000017512,0.00007686958,0.0002235186,0.0003816912,0.05001007],"study_design_scores_gemma":[0.001112163,0.00006292656,0.9780332,0.00405508,0.00002616125,0.000009793275,0.001302801,0.00004690336,0.000006030115,0.01012884,0.005107879,0.0001081755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971072,0.01669127,0.004271282,0.006688469,0.0008712962,0.0003155099,0.00002081144,0.00000920514,0.00006010767],"genre_scores_gemma":[0.9902453,0.007297558,0.001034455,0.0002458138,0.0007942799,0.00002019896,0.000001117143,0.00002248676,0.000338818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0499019,"threshold_uncertainty_score":0.7318113,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2596369711","doi":"10.1007/s10897-017-0091-x","title":"Should Genetic Testing be Offered for Children? The Perspectives of Adolescents and Emerging Adults in Families with Li‐Fraumeni Syndrome","year":2017,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Cancer Institute; Huntsman Cancer Institute; Texas Children's Hospital; Center for Childhood Cancer Research, Children's Hospital of Philadelphia; Hospital for Sick Children; University of Pennsylvania; Children's Hospital of Philadelphia; Alex's Lemonade Stand Foundation for Childhood Cancer","keywords":"Genetic testing; Li–Fraumeni syndrome; Genetic counseling; Anxiety; Medicine; Carrier testing; Test (biology); Clinical psychology; Predictive testing; Disease; Psychology; Developmental psychology; Family medicine; Psychiatry; Pathology; Genetics","retraction":null,"screen_n_in":null,"score":{"opus":0.01574853960668596,"gpt":0.2685268833872321,"spread":0.2527783437805461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004110988,0.0001498796,0.0002339479,0.00008235158,0.000196353,0.0000578671,0.0002710107,0.00008123499,8.880909e-7],"category_scores_gemma":[0.0003181006,0.0001086881,0.00006722983,0.0000523389,0.0001285986,0.000008092883,0.00005187546,0.0001244417,4.463434e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001188943,"about_ca_system_score_gemma":0.00008657097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005202918,"about_ca_topic_score_gemma":0.0001026691,"domain_scores_codex":[0.9989047,0.00004529487,0.0004325036,0.0002085608,0.000219794,0.0001891281],"domain_scores_gemma":[0.9986293,0.00004463738,0.000611988,0.0002838187,0.0003771581,0.00005309931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004375905,0.0001312673,0.7841975,0.0001370192,0.0001644764,0.00001005627,0.003485468,0.006068043,0.170033,0.00000263598,0.000008145877,0.03532474],"study_design_scores_gemma":[0.001861504,0.00111139,0.9813727,0.0004884771,0.00008762241,0.0001171425,0.002488056,0.001536579,0.01060354,0.0001052768,0.00004677969,0.0001809407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849472,0.01101804,0.003570738,0.0001151304,0.00006043451,0.0002683269,0.000007383492,0.000001439261,0.00001131678],"genre_scores_gemma":[0.9897557,0.003055044,0.006994939,0.00001910005,0.0001382073,0.000005278485,0.000001551063,0.00002270054,0.000007488815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1971752,"threshold_uncertainty_score":0.4432173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3185535322","doi":"10.1002/jgc4.1485","title":"Contributors to and consequences of burnout among clinical genetic counselors in the United States","year":2021,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Center for Advancing Translational Sciences","keywords":"Burnout; Clinical psychology; Mindfulness; Emotional exhaustion; Medicine; Empathy; Distress; Anxiety; Psychology; Feeling; Psychiatry; Social psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.05872547907904825,"gpt":0.4336723318236779,"spread":0.3749468527446296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00482132,0.0001696166,0.0006758826,0.0002831896,0.0003162894,0.00002484474,0.0002985847,0.00023118,0.00008163555],"category_scores_gemma":[0.001430835,0.000111382,0.0001082994,0.0006506288,0.0002566512,0.00004705035,0.00005678525,0.00108149,0.000004157514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006399699,"about_ca_system_score_gemma":0.001554932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006864075,"about_ca_topic_score_gemma":0.0007586956,"domain_scores_codex":[0.9938941,0.002300539,0.002527829,0.0002204399,0.0006017372,0.0004553437],"domain_scores_gemma":[0.9929279,0.003907399,0.0009809065,0.0002447992,0.00170534,0.0002336182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001954671,0.0001218776,0.9729794,0.0002853206,0.00008214967,0.0002597172,0.01349042,0.0008396484,0.0005108879,0.00007941276,0.001293094,0.009862575],"study_design_scores_gemma":[0.002171115,0.0004166066,0.9124403,0.007137162,0.0001192007,0.00008945157,0.05436379,0.001020026,0.0001006854,0.003168301,0.01875041,0.0002229698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746481,0.01613287,0.001291211,0.006463155,0.001003933,0.0004037607,0.0000187869,0.000005439117,0.00003276572],"genre_scores_gemma":[0.9693082,0.02471779,0.001671114,0.003934461,0.0002820114,0.00001381098,0.000004737903,0.00001618727,0.00005167445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06053916,"threshold_uncertainty_score":0.4698595,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}