{"id":"W4406989344","doi":"10.1080/10437797.2024.2410808","title":"Teaching Note—Advancing Social Workers’ Use of Evidence-Based Practice in Mental Healthcare Using the Project ECHO Model","year":2025,"lang":"en","type":"article","venue":"Journal of Social Work Education","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Health, Ontario","keywords":"Social work; Mental healthcare; Mental health; Health care; Psychology; Echo (communications protocol); Medical education; Nursing; Medicine; Psychotherapist; Computer science; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.02226247,0.0004964364,0.0002780055,0.0008047359,0.003497629,0.006737781,0.002623576,0.003967569,0.01567951],"category_scores_gemma":[0.0215814,0.0005600493,0.0007609018,0.000573991,0.006041103,0.006437711,0.0170627,0.006568676,0.004777142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005012086,"about_ca_system_score_gemma":0.02455896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002883685,"about_ca_topic_score_gemma":0.01132092,"domain_scores_codex":[0.986002,0.008257915,0.0004662316,0.0005991761,0.003431009,0.001243604],"domain_scores_gemma":[0.9692387,0.01438993,0.001313527,0.002350745,0.003014232,0.009692857],"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":[0.0001612766,0.001128325,0.002428994,0.001084666,0.00002596842,0.001365104,0.03263459,0.002342195,0.002980099,0.1559319,0.4006029,0.3993139],"study_design_scores_gemma":[0.0001325319,0.0006596204,0.001745445,0.001272372,0.00001396576,0.001677527,0.02414135,0.00303747,0.002696807,0.0972644,0.8672802,0.00007833713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.04038713,0.002277627,0.2116717,0.4776496,0.01059943,0.002607507,0.0003884202,0.001730003,0.2526886],"genre_scores_gemma":[0.3380403,0.007131283,0.4543831,0.03916951,0.002879379,0.003849257,0.0004341153,0.000730569,0.1533824],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02226247,"threshold_uncertainty_score":0.1177366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1646690313328987,"score_gpt":0.566350153535045,"score_spread":0.4016811222021464,"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."}}