{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001219134,0.000101843,0.0001917764,0.0001846585,0.0003900049,0.0000204581,0.0001252723,0.00009639635,0.000222161],"category_scores_gemma":[0.0002169945,0.00007607851,0.00006084491,0.00004721487,0.00006308957,0.000256616,0.00009020872,0.000491626,0.00004894237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000130769,"about_ca_system_score_gemma":0.0001479985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004440442,"about_ca_topic_score_gemma":0.0002291721,"domain_scores_codex":[0.9983775,0.000286485,0.0006568204,0.000128187,0.0003364499,0.0002145275],"domain_scores_gemma":[0.997821,0.000663301,0.0008694532,0.00007290721,0.0003821484,0.0001912193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001023172,0.00006010692,0.7847481,0.00007301875,0.0001170075,0.00001497403,0.002011223,0.00000533972,0.00004872671,0.0001232604,0.005510719,0.2062643],"study_design_scores_gemma":[0.007412964,0.003856071,0.6259366,0.004509582,0.0001950209,0.0002037394,0.006157469,0.0005718053,0.0004060608,0.03613082,0.314091,0.0005289597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870983,0.001233739,0.001470221,0.000213231,0.007380934,0.0001306483,0.0001223045,0.000007529913,0.00234311],"genre_scores_gemma":[0.9708692,0.02272073,0.001551989,0.001453361,0.002775225,0.000003523036,0.00001512417,0.00001272502,0.0005981584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3085802,"threshold_uncertainty_score":0.3102392,"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."}}