{"id":"W2412793735","doi":"10.1016/j.jemep.2016.03.005","title":"A broad ethics model for mental health practice","year":2016,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Ethics in medical practice","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Beneficence; Mental health; Meta-ethics; Context (archaeology); Nursing ethics; Information ethics; Economic Justice; Psychology; Engineering ethics; Dignity; Ethical code; Normative ethics; Autonomy; Political science; Law; Psychotherapist; Psychiatry","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":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.1591353,0.0003596239,0.0008715662,0.0002717296,0.006564818,0.00002200489,0.0004326155,0.00162558,0.0002627403],"category_scores_gemma":[0.3549009,0.00023019,0.00006769785,0.0004041523,0.001295509,0.0007812003,0.0002617885,0.0184236,0.00007348369],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000830214,"about_ca_system_score_gemma":0.02701943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003584503,"about_ca_topic_score_gemma":0.002851869,"domain_scores_codex":[0.9727099,0.0194728,0.002161884,0.0009747577,0.002441273,0.002239419],"domain_scores_gemma":[0.8550357,0.1384499,0.001519593,0.0007769709,0.001877134,0.002340717],"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":[0.0001259053,0.0001375347,0.0001324149,0.002349195,0.00005259387,0.000001432851,0.2345023,3.6637e-7,0.00001550623,0.4337694,0.3007063,0.02820709],"study_design_scores_gemma":[0.003640275,0.0008984685,0.00003604574,0.00213338,0.00001773549,0.00002095244,0.04796971,0.001688313,2.809211e-7,0.04782211,0.8955384,0.0002343671],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001164339,0.00282545,0.2217245,0.7641672,0.001690933,0.001753791,0.0001013742,0.0001777424,0.007442522],"genre_scores_gemma":[0.04275716,0.05183257,0.02310022,0.8745855,0.002041113,0.0003074862,0.00009342215,0.0001043338,0.005178199],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5948321,"threshold_uncertainty_score":0.9996705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5353472186709234,"score_gpt":0.6311860620141929,"score_spread":0.09583884334326953,"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."}}