{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001835701,0.0001928331,0.0005848989,0.0001539213,0.0002124202,0.00001538793,0.0002752047,0.00006335678,0.0002874564],"category_scores_gemma":[0.0001116348,0.0001395699,0.0001732405,0.0001638362,0.000159083,0.00002090062,0.00004321973,0.0004050703,0.000001345168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003348361,"about_ca_system_score_gemma":0.00005611811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008823984,"about_ca_topic_score_gemma":0.00001000079,"domain_scores_codex":[0.9971872,0.00086858,0.0008822751,0.0002284167,0.0005853036,0.0002482404],"domain_scores_gemma":[0.9973102,0.001287548,0.0009418283,0.0002649042,0.0001359645,0.0000596055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001600249,0.0002845358,0.8674373,0.000201572,0.0007182603,0.00009779644,0.05508733,0.01071483,0.00270218,0.0001112731,0.0007615512,0.06028313],"study_design_scores_gemma":[0.005644313,0.01407008,0.9249339,0.0003330035,0.0008158298,0.001303589,0.04325926,0.001037249,0.0002791423,0.0005826822,0.007124944,0.0006160291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805197,0.01765979,0.0004132518,0.0002552599,0.0007183047,0.0001930605,0.00002250103,0.000005328225,0.0002127791],"genre_scores_gemma":[0.9987221,0.0004310978,0.0003272073,0.0003738521,0.00008346702,0.00001138106,9.935236e-7,0.00002159888,0.00002823791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0596671,"threshold_uncertainty_score":0.5691497,"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."}}