{"id":"W2042040455","doi":"10.12927/hcpap.2013.23342","title":"The Ebb and FLO of Improving Patient Safety","year":2013,"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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institutes of Health Research","funders":"","keywords":"Patient safety; Front line; Directive; Harm; Context (archaeology); Nursing; Best practice; Public relations; Health care; Psychology; Medicine; Political science; Social psychology; Computer science; Law; History","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":[0.0104383,0.000611818,0.0007726549,0.0009190592,0.0179843,0.007126248,0.003172351,0.05548938,0.009853591],"category_scores_gemma":[0.04959334,0.000651271,0.001197969,0.001153146,0.01862068,0.007215009,0.004372629,0.05595809,0.002508292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04342542,"about_ca_system_score_gemma":0.08984282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4636728,"about_ca_topic_score_gemma":0.5821476,"domain_scores_codex":[0.9824501,0.004544139,0.001026809,0.001401619,0.007991232,0.002586091],"domain_scores_gemma":[0.9605182,0.0156527,0.00261469,0.001106193,0.01024624,0.009861999],"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":[0.00002447367,0.00004062936,0.001562692,0.0001393587,0.00001371603,0.0006295119,0.001366111,0.00009815691,0.0001480307,0.01070269,0.9649646,0.02031003],"study_design_scores_gemma":[0.000085024,0.00009435798,0.00564327,0.001321701,0.0000280419,0.0009762005,0.004935422,0.0005942947,0.0002395201,0.02018251,0.9657813,0.0001184534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002375242,0.001020021,0.00005006098,0.9946232,0.001965052,0.000004436077,0.000007325714,0.000007113957,0.002085272],"genre_scores_gemma":[0.006593389,0.00180628,0.0002652784,0.9827393,0.005049903,0.00001809244,0.00001036582,0.00001183803,0.003505448],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4636728,"threshold_uncertainty_score":0.9219478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09389355418443958,"score_gpt":0.3861908001569914,"score_spread":0.2922972459725519,"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."}}