{"id":"W2059728018","doi":"10.1046/j.1440-1843.2003.00466.x","title":"Invited Review Series","year":2003,"lang":"en","type":"article","venue":"Respirology","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tobacco control; Medicine; Tobacco smoke; Health promotion; Tobacco industry; Family medicine; Environmental health; Nursing; Public health; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007725373,0.00006453112,0.0001970592,0.00002900012,0.00002472541,0.000001237103,0.00002910734,0.00004144886,0.0006439537],"category_scores_gemma":[0.0002896678,0.00004697973,0.00005440902,0.0001094559,0.0000502791,0.00002887162,0.000008809989,0.00006622043,0.0001318385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006931491,"about_ca_system_score_gemma":0.00001993629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000247669,"about_ca_topic_score_gemma":0.000001809389,"domain_scores_codex":[0.9994817,0.0000854682,0.000117774,0.0001148945,0.00005875973,0.000141426],"domain_scores_gemma":[0.9996687,0.00002687477,0.00002391821,0.000158393,0.00002584281,0.00009631016],"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":[0.0009960388,0.0004983259,0.2065177,0.003854865,0.0001508177,0.001983705,0.00003384826,0.000001198571,0.01675304,0.007632335,0.7425824,0.01899578],"study_design_scores_gemma":[0.0002286602,0.0002540427,0.03929145,0.0001330124,0.00006190627,0.0006162821,0.000002477366,7.028872e-7,0.0002687672,0.0006393979,0.958452,0.00005131231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6388153,0.186705,0.000006381188,0.1399086,0.0002120856,0.0005371614,0.00001462118,0.0001561898,0.03364463],"genre_scores_gemma":[0.462898,0.05060625,0.0005429049,0.4722008,0.0002851783,0.00009647703,0.0001199915,0.00004019114,0.01321015],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3322923,"threshold_uncertainty_score":0.7050842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02616625688477862,"score_gpt":0.2945377510879024,"score_spread":0.2683714942031238,"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."}}