{"id":"W4313613637","doi":"10.3138/ptc-2021-0099","title":"Mental Health First Aid Training for Allied Health Clinical Educators: A Pre- and Post-Evaluation","year":2023,"lang":"en","type":"article","venue":"Physiotherapy Canada","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychology; Perception; Medical education; Nursing; Medicine; Psychiatry","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":[0.008729248,0.000688508,0.001249793,0.001191536,0.002286048,0.001213173,0.0008171152,0.001034053,0.003592645],"category_scores_gemma":[0.01613275,0.0006923355,0.001454613,0.0007928344,0.0009292442,0.0009468992,0.001612492,0.002245499,0.0005544342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004055933,"about_ca_system_score_gemma":0.005325591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01160625,"about_ca_topic_score_gemma":0.03088313,"domain_scores_codex":[0.9968315,0.001123733,0.0002600084,0.0001817867,0.0007641841,0.0008388123],"domain_scores_gemma":[0.9879984,0.003346842,0.001207491,0.0006029335,0.003435819,0.003408594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02921416,0.3163512,0.2099239,0.001703885,0.0004142254,0.0009318591,0.04459432,0.001018489,0.004067138,0.0001706929,0.006123151,0.3854871],"study_design_scores_gemma":[0.00637125,0.1980092,0.7589751,0.0004273255,0.0003605762,0.0001869773,0.02403574,0.0009645981,0.00394338,0.0001042037,0.006481504,0.0001400775],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962683,0.00006768233,0.00007225844,0.000137832,0.00004368041,0.00222214,0.00014429,0.00002270605,0.001021172],"genre_scores_gemma":[0.9919142,0.0002680122,0.001241551,0.0001787219,0.00004938079,0.003751603,0.0003382097,0.00001026391,0.002248057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01160625,"threshold_uncertainty_score":0.04616523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1075980666327961,"score_gpt":0.5011898889317867,"score_spread":0.3935918222989906,"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."}}