{"id":"W4407181810","doi":"10.1108/jmhtep-07-2024-0068","title":"Developing generic skills for future health professionals: student and faculty perceptions of a recovery college curriculum and courses","year":2025,"lang":"en","type":"article","venue":"The Journal of Mental Health Training Education and Practice","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université du Québec à Montréal","funders":"","keywords":"Curriculum; Medical education; Mental health; Perception; Health professionals; Psychology; Medicine; Pedagogy; Health care; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01097565,0.0002803256,0.0003815399,0.0009704508,0.007250624,0.006864435,0.001248524,0.001578379,0.003536973],"category_scores_gemma":[0.02104436,0.0003262115,0.0003344319,0.0007288022,0.007244857,0.002490053,0.006058733,0.002870762,0.0002242735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007108265,"about_ca_system_score_gemma":0.01964494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02832426,"about_ca_topic_score_gemma":0.0388486,"domain_scores_codex":[0.9937543,0.002234842,0.0002589379,0.0003728777,0.001664572,0.001714489],"domain_scores_gemma":[0.9832823,0.004827565,0.002068308,0.0003692296,0.002159741,0.007292986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001099273,0.001180036,0.09755424,0.0003567502,0.00001729138,0.0005873459,0.8477675,0.0002228027,0.002542514,0.004081299,0.003350298,0.04222995],"study_design_scores_gemma":[0.00001198624,0.0003730686,0.03702791,0.0001774134,0.000009386522,0.0001868802,0.9524502,0.0002897688,0.0003760773,0.0005233731,0.008535737,0.00003815336],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953144,0.00009807845,0.0002805722,0.001699274,0.00003225619,0.00007069595,0.00001407079,0.000009080723,0.002481543],"genre_scores_gemma":[0.998035,0.0001432717,0.0003448693,0.0005483355,0.00001185232,0.00003788987,0.00001415428,0.000004154562,0.000860432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02832426,"threshold_uncertainty_score":0.05804551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05064803889378328,"score_gpt":0.5085405814961468,"score_spread":0.4578925426023635,"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."}}