{"id":"W2980285685","doi":"10.18332/tid/111937","title":"Cancer and smoking cessation","year":2019,"lang":"en","type":"article","venue":"Tobacco Induced Diseases","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Canadian Institutes of Health Research","keywords":"Smoking cessation; Cancer; Medicine; Environmental health; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002038408,0.00007770884,0.0001311619,0.00004791313,0.00003145298,0.0000201709,0.00002449008,0.00003855085,0.0006330294],"category_scores_gemma":[0.00001809635,0.00006437748,0.00002860635,0.00008250061,0.00001355267,0.00009683862,0.0000203522,0.00006251682,0.00001729556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005693474,"about_ca_system_score_gemma":0.00008407119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000785279,"about_ca_topic_score_gemma":0.00003671802,"domain_scores_codex":[0.9994876,0.000005878661,0.00008604259,0.0001693854,0.0001332156,0.0001178746],"domain_scores_gemma":[0.9996552,0.00001969071,0.00003571799,0.0001423325,0.00003099149,0.0001160796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000575722,0.00002857205,0.9308746,0.00003070998,0.00002820518,0.000002561313,0.00007053245,0.000002154183,0.003060583,0.00009416076,0.0003339943,0.06541631],"study_design_scores_gemma":[0.0008510688,0.00006211354,0.9946061,0.00007796583,0.00009695355,0.000001871422,0.0001275139,0.00001835501,0.0009665313,0.00005258904,0.003048821,0.0000901049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964849,0.00117838,0.000001048009,0.000357885,0.0002341734,0.0001955111,0.00002597074,0.00004906891,0.00147307],"genre_scores_gemma":[0.9988811,0.0001600295,0.000005964604,0.0004566442,0.0001823134,0.00001834194,0.00001738152,0.0000120334,0.0002662131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0653262,"threshold_uncertainty_score":0.6931229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584143464415325,"score_gpt":0.3100115453517189,"score_spread":0.2841701107075657,"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."}}