{"id":"W2775724634","doi":"10.12927/hcpap.2017.25340","title":"Cracking the Code on Quality and Safety in Healthcare – What Will It Take?","year":2017,"lang":"en","type":"article","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Patient Safety Institute","funders":"","keywords":"Health care; Activity-based costing; Patient safety; Code (set theory); Code of practice; Quality (philosophy); Medical emergency; Operations management; Business; Medicine; Computer science; Accounting; Engineering; Engineering management; Economics; Economic growth","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":[0.05420641,0.00135466,0.002083285,0.003677351,0.0113839,0.0240702,0.004982622,0.03151468,0.01164874],"category_scores_gemma":[0.1792498,0.0009025141,0.001999175,0.003322269,0.03260392,0.03055687,0.011185,0.03496236,0.005445431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03291931,"about_ca_system_score_gemma":0.1394542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2471249,"about_ca_topic_score_gemma":0.2871642,"domain_scores_codex":[0.9387589,0.01765454,0.002753784,0.00176235,0.03001851,0.009051931],"domain_scores_gemma":[0.7323077,0.08148975,0.0133704,0.006981486,0.09415442,0.07169619],"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":[0.00008672582,0.0001868138,0.003167462,0.000634988,0.0000518329,0.0001191005,0.002667278,0.000386511,0.0001712143,0.0549546,0.80925,0.1283233],"study_design_scores_gemma":[0.0000946923,0.0003088604,0.01223593,0.01190762,0.00007600168,0.0001890105,0.01433993,0.0007262385,0.0003019233,0.07176302,0.8876656,0.0003911323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000417049,0.007482814,0.0003220115,0.9834746,0.005062811,0.00001149549,0.00003063692,0.00003367475,0.003165016],"genre_scores_gemma":[0.04553645,0.05996909,0.005371921,0.8618283,0.01553014,0.0001741763,0.0002915146,0.0002440465,0.01105428],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2471249,"threshold_uncertainty_score":0.4913728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2754034215206438,"score_gpt":0.5057592271290345,"score_spread":0.2303558056083907,"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."}}