{"id":"W2898623273","doi":"10.1186/s40352-018-0078-1","title":"Protocol for a randomized controlled trial of the Breaking Free Online Health and Justice program for substance misuse in prison settings","year":2018,"lang":"en","type":"article","venue":"Health & Justice","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Carleton University; Waypoint Centre for Mental Health Care","funders":"","keywords":"Prison; Psychiatry; Randomized controlled trial; Mental health; Psychological intervention; Population; Medicine; Public health; Psychology; Criminal justice; Biopsychosocial model; Clinical psychology; Criminology; Nursing; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002725967,0.0002722435,0.002068578,0.000111461,0.0002872458,0.00001647453,0.0001535717,0.0001040302,0.000005034251],"category_scores_gemma":[0.004311222,0.0001610953,0.0002847373,0.000289022,0.0002148309,0.00007096515,0.00002249567,0.0001756647,3.838983e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001934955,"about_ca_system_score_gemma":0.001007572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008250643,"about_ca_topic_score_gemma":0.001424538,"domain_scores_codex":[0.996941,0.0003418744,0.001384241,0.0003901949,0.0003155671,0.0006271735],"domain_scores_gemma":[0.9946155,0.003187494,0.001191699,0.0004530208,0.000338597,0.0002137192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.975224,0.001159198,0.0002612407,0.006379943,0.0001025087,0.000001115586,0.00653731,7.649332e-7,0.000006873899,0.0004047166,0.002147198,0.007775082],"study_design_scores_gemma":[0.9848686,0.003828771,0.0001786995,0.00187483,0.000813877,0.000007503611,0.002148886,0.002519702,0.00003611315,0.0001643138,0.003434657,0.0001240181],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1650033,0.0006453824,0.00087099,0.01606085,0.0005476694,0.816677,0.00002580445,0.0001046652,0.00006432711],"genre_scores_gemma":[0.04577817,0.0002016253,0.0622531,0.01120715,0.001736634,0.8781042,0.00004405421,0.0001056985,0.0005693806],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1192251,"threshold_uncertainty_score":0.6569274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.054389816115598,"score_gpt":0.4300480178845591,"score_spread":0.3756582017689611,"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."}}