{"id":"W4387416204","doi":"10.2196/43770","title":"Predictors of Mental Health Literacy in a Sample of Health Care Major Students: Pilot Evaluation Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empathy; Health literacy; Mental health; Mental health literacy; Psychology; Digital health; Health care; Digital literacy; Clinical psychology; Medicine; Psychiatry; Mental illness; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003037464,0.0005678957,0.0005673824,0.001095944,0.001268965,0.000850186,0.0005286456,0.0006453546,0.002010422],"category_scores_gemma":[0.004029606,0.0004198836,0.0006455524,0.0008208374,0.0006232487,0.0006423276,0.0009361539,0.001184358,0.0006796333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001169515,"about_ca_system_score_gemma":0.001646147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008729241,"about_ca_topic_score_gemma":0.01221895,"domain_scores_codex":[0.9988153,0.0005249402,0.00008156975,0.0001063174,0.0001831396,0.0002887817],"domain_scores_gemma":[0.997381,0.0004444296,0.0005127273,0.0001596023,0.0006281108,0.0008740753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005263897,0.007246533,0.9813579,0.00004233844,0.00003817052,0.0001682235,0.002702215,0.00002687279,0.0003975295,0.00002369235,0.0003454234,0.007124678],"study_design_scores_gemma":[0.0002599672,0.005831318,0.9871764,0.0000246274,0.00003798557,0.0001290788,0.005613001,0.0002487388,0.000217772,0.00002675184,0.000423437,0.00001100292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993184,0.00002054793,0.00004022694,0.00003279537,0.000003788239,0.0002991168,0.0001027597,0.000001826144,0.0001805579],"genre_scores_gemma":[0.9985128,0.00005944472,0.000221973,0.0001052892,0.0000120732,0.0005314277,0.0002618044,0.00000169003,0.0002935173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008729241,"threshold_uncertainty_score":0.01735687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.185743569656603,"score_gpt":0.6071873594400755,"score_spread":0.4214437897834725,"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."}}