{"id":"W4413580588","doi":"10.64628/aam.sufcj5txh","title":"Should university instructors disclose mental health conditions? It’s complicated","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Mental health; Psychology; Medical education; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.02360865,0.0004427782,0.00100543,0.002000397,0.005664333,0.008372576,0.001483756,0.007712332,0.01709981],"category_scores_gemma":[0.1462213,0.0006746848,0.00091163,0.001810225,0.007405786,0.01568752,0.003984252,0.0112704,0.002847853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003535829,"about_ca_system_score_gemma":0.008082969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02064008,"about_ca_topic_score_gemma":0.02580821,"domain_scores_codex":[0.9875501,0.006215179,0.001044216,0.001094716,0.003080075,0.001015727],"domain_scores_gemma":[0.8753549,0.0735266,0.007583299,0.009126179,0.02247258,0.01193645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002571375,0.0004180348,0.04881505,0.001022303,0.000468059,0.001154553,0.01161031,0.0003403721,0.000468293,0.04257363,0.6361067,0.2567655],"study_design_scores_gemma":[0.0003439609,0.0002468448,0.1278966,0.007290123,0.0004288614,0.003042143,0.1022028,0.001740852,0.0008073937,0.3847281,0.3709126,0.0003597708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008968642,0.005540414,0.000983864,0.9677885,0.009466714,0.0000220653,0.0001796605,0.00003523392,0.007014869],"genre_scores_gemma":[0.3601553,0.01507056,0.005095444,0.5597233,0.04011729,0.0002977711,0.0003190251,0.0002057694,0.01901545],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02360865,"threshold_uncertainty_score":0.1248559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1601301614207499,"score_gpt":0.4734488071647847,"score_spread":0.3133186457440348,"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."}}