{"id":"W2806903836","doi":"10.15173/ijrr.v1i1.3356","title":"Balancing risk and recovery","year":2018,"lang":"en","type":"article","venue":"International Journal of Risk and Recovery","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Psychiatry; Forensic psychiatry; Mental health; Balance (ability); Psychology","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":[0.006272185,0.0009108598,0.001091966,0.001245908,0.003509812,0.01138713,0.001513359,0.007705889,0.005855618],"category_scores_gemma":[0.04556437,0.0004024438,0.00074826,0.0004766442,0.007490969,0.009691529,0.003923222,0.01484542,0.001789579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003369375,"about_ca_system_score_gemma":0.007248534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001558773,"about_ca_topic_score_gemma":0.00429461,"domain_scores_codex":[0.990597,0.00381612,0.0008191728,0.0008487333,0.003191636,0.0007272507],"domain_scores_gemma":[0.980053,0.01118622,0.001350699,0.0004489433,0.004262939,0.002698225],"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":[0.00006374419,0.00002687599,0.0003736233,0.0004687109,0.00003287732,0.0003386279,0.001358216,0.00007703358,0.0001344786,0.03206313,0.8971533,0.06790936],"study_design_scores_gemma":[0.00002086223,0.00004874849,0.0006847191,0.001657499,0.00002805147,0.0009656176,0.002132539,0.0001444914,0.000145788,0.03222642,0.9619004,0.00004487993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006736713,0.07169277,0.0007764173,0.6777967,0.2402399,0.00001037467,0.00001726303,0.00003956532,0.008753248],"genre_scores_gemma":[0.03275017,0.09462471,0.001372174,0.2213722,0.627453,0.00003311443,0.00003964745,0.0001564472,0.02219837],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01138713,"threshold_uncertainty_score":0.03317088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0571041544152512,"score_gpt":0.3870533353903443,"score_spread":0.3299491809750931,"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."}}