{"id":"W2946624894","doi":"10.1080/09540261.2018.1552406","title":"Circles of support and accountability (CoSA): a review of the development of CoSA and its international implementation","year":2019,"lang":"en","type":"review","venue":"International Review of Psychiatry","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Royal Ottawa Mental Health Centre; Carleton University","funders":"","keywords":"Accountability; Psychology; Political science; Law","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":[0.006650194,0.0009682246,0.001646794,0.006387261,0.00135466,0.003819023,0.001629043,0.002153798,0.002735144],"category_scores_gemma":[0.01055987,0.000587216,0.0007762334,0.01083805,0.003700556,0.002530837,0.001892424,0.002889477,0.0007799214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01108317,"about_ca_system_score_gemma":0.03064792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07504218,"about_ca_topic_score_gemma":0.1086529,"domain_scores_codex":[0.9966823,0.001148613,0.000568563,0.0003394988,0.00102926,0.0002316688],"domain_scores_gemma":[0.9902077,0.005519925,0.001213832,0.0002077113,0.002287322,0.0005635088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000369771,0.00005056156,0.0005316023,0.0585142,0.00009884795,0.0000989668,0.001153724,0.000261138,0.0001230951,0.01708283,0.02229814,0.8997498],"study_design_scores_gemma":[0.00001026637,0.00008596865,0.003983727,0.08523746,0.0001580933,0.0005956391,0.001281136,0.00007112935,0.0001721797,0.002133409,0.9062245,0.00004649339],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000796393,0.9980705,0.00006517712,0.0007424502,0.0001073112,0.00001156532,0.00001251233,0.000003503909,0.0009073185],"genre_scores_gemma":[0.00148836,0.9977663,0.0002142755,0.0002929956,0.00006080236,0.00001378192,0.0000149673,0.0000023993,0.0001462181],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07504218,"threshold_uncertainty_score":0.1492108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0710623564710072,"score_gpt":0.4491624516520991,"score_spread":0.3781000951810919,"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."}}