{"id":"W3200118298","doi":"10.15173/ijrr.v4i1.4823","title":"Ethics, Risk and Recovery","year":2021,"lang":"en","type":"article","venue":"International Journal of Risk and Recovery","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Confidentiality; Variety (cybernetics); Autonomy; Context (archaeology); Risk management; Engineering ethics; Subject (documents); Psychology; Ethical issues; Public relations; Political science; Business; Law; Computer science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01623962,0.0005342224,0.0006905741,0.001017823,0.006517848,0.008823882,0.001126468,0.01022362,0.002957706],"category_scores_gemma":[0.02091345,0.0002682531,0.000399168,0.0008869852,0.06493933,0.005858827,0.006580485,0.01178621,0.0007258692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005136384,"about_ca_system_score_gemma":0.01325866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004539328,"about_ca_topic_score_gemma":0.004214523,"domain_scores_codex":[0.9796728,0.01463749,0.0007008276,0.0008905401,0.002770412,0.001327927],"domain_scores_gemma":[0.9818642,0.01209886,0.001547456,0.000980173,0.001461875,0.002047307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001253933,0.00002722568,0.0004459088,0.0000895081,0.000006477202,0.0002337504,0.006836877,0.0002151625,0.0000692525,0.9669343,0.01308388,0.01204526],"study_design_scores_gemma":[0.00001190676,0.00003570497,0.0005709308,0.0006847907,0.000004945403,0.0007470407,0.006551249,0.0001791699,0.00007204751,0.842681,0.1484359,0.00002522164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0140107,0.0838863,0.01808965,0.6163771,0.003143291,0.0001162733,0.00004358841,0.00005351673,0.2642797],"genre_scores_gemma":[0.791103,0.05839128,0.01150806,0.09104362,0.005886714,0.0003338869,0.00004877693,0.00009263883,0.04159199],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01623962,"threshold_uncertainty_score":0.08588433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1148221597640159,"score_gpt":0.4257986210708607,"score_spread":0.3109764613068449,"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."}}