{"id":"W2559684736","doi":"10.1016/b978-0-12-804037-9.00008-5","title":"Mental health and well-being for students with disabilities in the sciences","year":2016,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Mental health; Stressor; Psychology; Medical education; Balance (ability); Applied psychology; Clinical psychology; 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":[0.0002800809,0.0001910928,0.000212794,0.0003344998,0.000651186,0.001243814,0.0001956079,0.0006033801,0.01011671],"category_scores_gemma":[0.0006055754,0.00007299398,0.0001697515,0.0003565428,0.000457979,0.0005937201,0.0009501006,0.001169442,0.0008499738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006280072,"about_ca_system_score_gemma":0.002217036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00790154,"about_ca_topic_score_gemma":0.03293172,"domain_scores_codex":[0.9999139,0.00002269545,0.000003515493,0.000004442711,0.00002810773,0.00002727849],"domain_scores_gemma":[0.9998449,0.00004041992,0.00001118798,0.000003140897,0.00001655538,0.0000837073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004003996,0.0005866308,0.01350384,0.0005161599,0.00001936298,0.0002742987,0.008100163,0.0001566942,0.0004513515,0.01735895,0.3379477,0.6210448],"study_design_scores_gemma":[0.00001986995,0.000241289,0.123974,0.002822195,0.00002453218,0.0008546703,0.02331801,0.0001894688,0.0002136791,0.02429464,0.8240234,0.00002425483],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1118615,0.3773686,0.0005338286,0.1154506,0.007887392,0.00006764128,0.0003763008,0.00005966794,0.3863944],"genre_scores_gemma":[0.3885064,0.2862435,0.001674534,0.01222309,0.00332926,0.0001345107,0.0003880096,0.00002592622,0.3074747],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01011671,"threshold_uncertainty_score":0.0338437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05835563943193443,"score_gpt":0.4318183211622957,"score_spread":0.3734626817303613,"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."}}