{"id":"W2136909274","doi":"10.12927/hcpap.2011.22187","title":"What Does Quality Look Like to the Resident?","year":2011,"lang":"en","type":"letter","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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada; Canadian Public Health Association","funders":"","keywords":"Administration (probate law); Quality (philosophy); Health care; Business; Best practice; Public relations; Political science; Management; Medical education; Medicine; Economics; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.01149867,0.001802659,0.002729815,0.0008696624,0.004556966,0.000325734,0.002878995,0.002894991,0.003035485],"category_scores_gemma":[0.001495575,0.001255083,0.0007537442,0.001348884,0.0001326205,0.0005999187,0.002664666,0.008721006,0.01937914],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00432421,"about_ca_system_score_gemma":0.002444437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03787225,"about_ca_topic_score_gemma":0.1084534,"domain_scores_codex":[0.9737446,0.01079831,0.004371428,0.00330529,0.002627257,0.005153123],"domain_scores_gemma":[0.9842234,0.005796218,0.001857888,0.005396529,0.0007544508,0.001971549],"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":[0.001110454,0.0001694854,0.0003855722,0.002982112,0.000216304,0.0001540027,0.08002863,0.000001372613,0.000004393838,0.001938802,0.909493,0.003515878],"study_design_scores_gemma":[0.001197653,0.001076045,0.002911178,0.00005376047,0.0001445699,0.000007034556,0.01465472,0.000004725065,0.000004187863,0.0004496284,0.9779795,0.001516993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01534342,0.0006737204,0.0002264608,0.9511238,0.01579365,0.0114472,0.0006048899,0.0008981869,0.00388868],"genre_scores_gemma":[0.0002285114,0.00238496,0.0003450659,0.9044827,0.001809946,0.005560702,0.0008161698,0.0004528044,0.08391919],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08003051,"threshold_uncertainty_score":0.999498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2255547591342109,"score_gpt":0.4627082387099622,"score_spread":0.2371534795757513,"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."}}