{"id":"W2117994371","doi":"10.12927/hcpap..16843","title":"Reconstructing Cancer Services in Ontario","year":2004,"lang":"en","type":"letter","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario","funders":"","keywords":"Cancer; Medicine; Internal medicine","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001734165,0.001062808,0.001990191,0.0007734309,0.0003353237,0.0001325168,0.0005277033,0.00136305,0.002505944],"category_scores_gemma":[0.0009113186,0.001060871,0.0004296846,0.0008332682,0.00005416551,0.0003533735,0.0003832496,0.005612649,0.0006956598],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01089961,"about_ca_system_score_gemma":0.004647392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4821527,"about_ca_topic_score_gemma":0.7873971,"domain_scores_codex":[0.9910281,0.0004161485,0.003417361,0.001970505,0.001305012,0.001862857],"domain_scores_gemma":[0.993913,0.00222532,0.001496277,0.001309137,0.0003836631,0.0006725885],"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":[0.001537094,0.0002194389,0.0508618,0.0008811929,0.000198435,0.0006685021,0.005681661,0.00003073016,0.00005603972,0.00001198668,0.9324492,0.007403908],"study_design_scores_gemma":[0.005517389,0.001264386,0.01678334,0.00004358895,0.0003757984,0.000329624,0.0006329474,0.0001176298,0.00002332945,0.00007424608,0.9738781,0.0009596146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3488703,0.0001362522,0.00001509819,0.6465546,0.001520988,0.001993204,0.0001132265,0.0001752314,0.0006210971],"genre_scores_gemma":[0.001669374,0.0002949005,0.002945797,0.9889342,0.0006631155,0.0007282083,0.00176265,0.0002960263,0.00270568],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.347201,"threshold_uncertainty_score":0.9999334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2320221760189609,"score_gpt":0.4507059033084185,"score_spread":0.2186837272894576,"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."}}