{"id":"W3109915456","doi":"10.1136/thoraxjnl-2020-216302","title":"Looking beyond the smoke and mirrors","year":2020,"lang":"en","type":"letter","venue":"Thorax","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cancer Research UK","keywords":"Counterfeit; Confusion; Advertising; Medicine; Quarter (Canadian coin); Smoke; Tobacco control; Public health; Marketing; Business; Law; Engineering; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002189503,0.0007192234,0.0006374931,0.0006676351,0.007761799,0.005569109,0.00158718,0.04127035,0.02065433],"category_scores_gemma":[0.01121253,0.0006179137,0.0007730854,0.0003693082,0.00333422,0.004811981,0.001947794,0.03436577,0.01644305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004371614,"about_ca_system_score_gemma":0.006145037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03063122,"about_ca_topic_score_gemma":0.06246878,"domain_scores_codex":[0.9976612,0.0005440147,0.0001702139,0.0003312278,0.000897342,0.000395957],"domain_scores_gemma":[0.9966875,0.001766298,0.0001698706,0.0001398233,0.0007283937,0.0005080883],"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":[0.00001052169,0.000009616559,0.0001117158,0.00001299037,0.000001715309,0.0002128839,0.0001299021,0.00001205129,0.00006886886,0.006530759,0.9905056,0.002393345],"study_design_scores_gemma":[0.00001014041,0.00001272337,0.0004406873,0.0001600211,0.000003038955,0.0002106414,0.0003294639,0.0000935595,0.0000835456,0.005628677,0.9930148,0.00001266915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002880261,0.002157318,0.0001092688,0.9383036,0.02518885,0.00002130186,0.00008680951,0.00003151471,0.03381326],"genre_scores_gemma":[0.002252187,0.0004328127,0.00008468745,0.9115078,0.01036531,0.00003081378,0.00001778448,0.0000249392,0.07528355],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04127035,"threshold_uncertainty_score":0.06909561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08770431830668163,"score_gpt":0.3273394343243946,"score_spread":0.2396351160177129,"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."}}