{"id":"W142024607","doi":"10.22230/jripe.2015v5n1a182","title":"Improving Collaborative Practice to Address Offender Mental Health: Criminal Justice and Mental Health Service Professionals' Attitudes Toward Interagency Training, Current Training Needs, and Constraints","year":2015,"lang":"en","type":"article","venue":"Journal of Research in Interprofessional Practice and Education","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; CLARITY; Context (archaeology); Interprofessional education; Criminal justice; Nursing; Medical education; Psychology; Curriculum; Medicine; Health care; Psychiatry; Pedagogy; Political science; Criminology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01368965,0.0003322008,0.0006098892,0.001318081,0.001467997,0.0001504532,0.0002891217,0.0002051439,0.00009827537],"category_scores_gemma":[0.007744989,0.0002793515,0.00003757078,0.001258324,0.0002623197,0.002660863,0.0004314526,0.003025103,0.0000192583],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001226602,"about_ca_system_score_gemma":0.03397899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006702994,"about_ca_topic_score_gemma":0.0003223704,"domain_scores_codex":[0.9896106,0.005883777,0.001687957,0.0005043384,0.001486772,0.0008265547],"domain_scores_gemma":[0.9887757,0.003352432,0.00167851,0.0001908346,0.0047227,0.001279791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.006164902,0.001504742,0.001105116,0.002110444,0.00007945154,0.000007634286,0.7290494,0.000001965775,0.0002644264,0.00378186,0.1044854,0.1514446],"study_design_scores_gemma":[0.001754449,0.001071163,0.002382691,0.009756162,0.00004222643,0.0003543271,0.929345,0.0001371555,0.000008004831,0.0004256022,0.05447917,0.0002440592],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4331553,0.01505601,0.0003181341,0.5340651,0.0126784,0.003074062,0.00009312435,0.0000263291,0.001533547],"genre_scores_gemma":[0.9600531,0.002520973,0.01237822,0.02264742,0.001343135,0.0002990281,0.0001020212,0.00005144862,0.0006046007],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5268979,"threshold_uncertainty_score":0.9999658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2683385038181399,"score_gpt":0.5973539109464748,"score_spread":0.3290154071283349,"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."}}