{"id":"W2086617360","doi":"10.12927/hcpap.2009.20782","title":"Healthcare Provider Education: From Institutional Boxes to Dynamic Networks","year":2009,"lang":"en","type":"letter","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Equity (law); Public health; Population health; Health policy; Public policy; Health equity; Political science; Library science; Sociology; Public relations; Medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006784246,0.0003597492,0.0003938494,0.0004529285,0.01121952,0.010803,0.002108773,0.04029429,0.01202805],"category_scores_gemma":[0.02503571,0.0007112765,0.0005284293,0.0005886856,0.01477269,0.01548573,0.007451045,0.0383686,0.002821502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01128889,"about_ca_system_score_gemma":0.0120277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01723872,"about_ca_topic_score_gemma":0.03624402,"domain_scores_codex":[0.9911539,0.004058751,0.0004840753,0.00108884,0.001912968,0.001301517],"domain_scores_gemma":[0.9825546,0.01090253,0.0009757495,0.0008410608,0.001433456,0.003292574],"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":[0.00002409844,0.00004273178,0.001071357,0.0001033068,0.000009262041,0.002355618,0.003528538,0.0002002199,0.000165275,0.1216547,0.8430312,0.02781358],"study_design_scores_gemma":[0.00004636143,0.00004988244,0.0008653146,0.0003727762,0.00000721663,0.002606012,0.006840956,0.000662088,0.0001037678,0.06189942,0.9265079,0.00003821319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004540362,0.0003301417,0.0003551277,0.9929277,0.001446318,0.000005920687,0.000003037396,0.00001356078,0.004464055],"genre_scores_gemma":[0.03208935,0.001059227,0.0008173912,0.9535412,0.004563357,0.00005270711,0.000006720446,0.00002406177,0.007846002],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04029429,"threshold_uncertainty_score":0.08190703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05650918638147012,"score_gpt":0.4029969828355817,"score_spread":0.3464877964541116,"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."}}