{"id":"W3003950299","doi":"10.1136/bmj.m141","title":"Prevention of non-communicable disease: best buys, wasted buys, and contestable buys","year":2020,"lang":"en","type":"article","venue":"BMJ","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Context (archaeology); Psychological intervention; Non-communicable disease; Communicable disease; Business; Advertising; Medicine; Disease; Geography; Public health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.07543734,0.001002119,0.00282703,0.003008396,0.002706668,0.01575958,0.00149492,0.003363151,0.005861264],"category_scores_gemma":[0.1191688,0.0005969097,0.001192817,0.00277804,0.01573554,0.0137588,0.005606923,0.006088146,0.0002456101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009866524,"about_ca_system_score_gemma":0.01139976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009141657,"about_ca_topic_score_gemma":0.01736975,"domain_scores_codex":[0.92541,0.05214409,0.003360247,0.001700742,0.01356557,0.003819453],"domain_scores_gemma":[0.8770709,0.08377267,0.01417394,0.004688393,0.01035955,0.009934624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004702387,0.002307137,0.09699334,0.006988238,0.002603388,0.0004796133,0.007450628,0.003646307,0.0006270035,0.2566133,0.02052396,0.5970647],"study_design_scores_gemma":[0.001411259,0.005155098,0.1514064,0.02685374,0.002618294,0.0005638584,0.05609879,0.01124448,0.00202811,0.6791515,0.06285112,0.0006174277],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2883089,0.07680581,0.006024617,0.5634009,0.002395026,0.0005234387,0.000501953,0.00007873041,0.06196078],"genre_scores_gemma":[0.978096,0.007147158,0.00369466,0.009220395,0.0004707292,0.0001117935,0.00005848905,0.00002217522,0.001178573],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07543734,"threshold_uncertainty_score":0.3989556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06248902890505523,"score_gpt":0.3323490246454092,"score_spread":0.2698599957403539,"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."}}