{"id":"W2755936692","doi":"10.12927/hcpap.2017.25204","title":"Evolving Professional Regulation: Keeping up with Health System Evolution","year":2017,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Health care; Autonomy; Pace; Healthcare system; Legislature; Blame; Public relations; Competence (human resources); Nursing; Engineering ethics; Political science; Medicine; Psychology; Law; Social psychology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.05978057,0.0003874294,0.000803884,0.002352163,0.0156003,0.01561898,0.003381785,0.009491037,0.003791468],"category_scores_gemma":[0.06655775,0.0006894319,0.0008953669,0.00218616,0.04357497,0.02130722,0.01308104,0.01481795,0.0005202886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03888329,"about_ca_system_score_gemma":0.05782291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06318019,"about_ca_topic_score_gemma":0.06889617,"domain_scores_codex":[0.9504472,0.02614518,0.001828335,0.004863997,0.01012456,0.006590659],"domain_scores_gemma":[0.9275389,0.03145898,0.005167804,0.007015104,0.01733731,0.01148194],"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":[0.00007299845,0.0001486009,0.02145357,0.0003999897,0.0001275568,0.001062472,0.1045993,0.00259229,0.001069524,0.7133991,0.04389226,0.1111825],"study_design_scores_gemma":[0.00005858096,0.0001412074,0.01524155,0.0009858081,0.00004966616,0.0004593182,0.04491775,0.002173609,0.0005688287,0.3753586,0.5598639,0.0001812198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05697383,0.01021176,0.03787149,0.8158518,0.003188761,0.0001552264,0.00006753039,0.0002707669,0.07540877],"genre_scores_gemma":[0.86364,0.004031895,0.0151625,0.1041736,0.002112297,0.0001802368,0.00007282355,0.0001928873,0.01043371],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06318019,"threshold_uncertainty_score":0.3161536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09311375555137437,"score_gpt":0.431868212746156,"score_spread":0.3387544571947816,"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."}}