{"id":"W4289338813","doi":"10.1002/jgc4.1623","title":"Examining the effect of patient personality types and coping styles on outcomes of genetic counseling","year":2022,"lang":"en","type":"article","venue":"Journal of Genetic Counseling","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; Canada Research Chairs; National Society of Genetic Counselors","keywords":"Extraversion and introversion; Clinical psychology; Conscientiousness; Neuroticism; Personality; Coping (psychology); Big Five personality traits; Psychology; Personality Assessment Inventory; Medicine; Psychological intervention; Psychiatry; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005802469,0.0002509864,0.0002844564,0.0005774023,0.0003019517,0.0005731073,0.000243008,0.0002657229,0.001827753],"category_scores_gemma":[0.01919458,0.0001302527,0.000688889,0.00055736,0.000499037,0.0005365008,0.0006607518,0.0005938021,0.0001441746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003616804,"about_ca_system_score_gemma":0.0004115112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008037158,"about_ca_topic_score_gemma":0.00195837,"domain_scores_codex":[0.9960083,0.002588369,0.0002351794,0.0002914066,0.0005954232,0.0002813001],"domain_scores_gemma":[0.9749345,0.01561097,0.006478738,0.0009519136,0.0006246802,0.001399212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000316742,0.000160777,0.9901145,0.0000186975,0.000169793,0.00002839637,0.0003072997,0.00009040647,0.0001231678,0.00002168874,0.0000379082,0.008610573],"study_design_scores_gemma":[0.000006088723,0.000490629,0.998848,0.000008180484,0.00002842364,0.00004703424,0.0002696243,0.0001568144,0.00004905259,0.00004057363,0.00005227315,0.000003349493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992667,0.0001437982,0.0001141422,0.00004937707,0.000003714422,0.00001446935,0.00005312766,0.000001770142,0.0003529833],"genre_scores_gemma":[0.9996266,0.00006682887,0.000136186,0.00002227413,0.000004948856,0.00001484812,0.00005321547,9.880341e-7,0.0000740237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005802469,"threshold_uncertainty_score":0.03068674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02029439226596191,"score_gpt":0.296419849516656,"score_spread":0.276125457250694,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}