{"id":"W3116667756","doi":"10.3747/co.27.5951","title":"The Cost of Failed First-Line Cancer Treatment Related to Continued Smoking in Canada","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; Canadian Partnership Against Cancer","funders":"","keywords":"Medicine; Lung cancer; Cancer; Breast cancer; Prostate cancer; Colorectal cancer; Disease; Smoking cessation; Cancer treatment; Environmental health; Internal medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007817176,0.0005460995,0.0005086995,0.001148619,0.001456132,0.002142571,0.001678278,0.0008505361,0.005533228],"category_scores_gemma":[0.00387427,0.0004534969,0.001458653,0.002135994,0.0005724208,0.0005280806,0.0008058459,0.001211256,0.0002225731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08760842,"about_ca_system_score_gemma":0.06659872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991259,"about_ca_topic_score_gemma":0.9902042,"domain_scores_codex":[0.9993255,0.0001115751,0.00002732279,0.0000606281,0.0001825825,0.0002923431],"domain_scores_gemma":[0.9984751,0.0004303677,0.0001885549,0.00003227279,0.0005423561,0.0003312986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0006337765,0.0002113031,0.3246397,0.0005213341,0.0009032642,0.00107988,0.0002833392,0.5913838,0.0003035942,0.01393073,0.02489635,0.04121303],"study_design_scores_gemma":[0.0004389423,0.0002173347,0.2048659,0.0006274887,0.001002394,0.000776488,0.001267478,0.7623923,0.0005184376,0.00739485,0.02033963,0.0001587223],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9107484,0.007612424,0.005602936,0.01255211,0.0002024512,0.0004108391,0.02705205,0.0002030289,0.03561572],"genre_scores_gemma":[0.9894747,0.002221881,0.001552391,0.0003657753,0.00001494546,0.00004572952,0.003081213,0.0000187046,0.003224583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08760842,"threshold_uncertainty_score":0.6356466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1070228115516471,"score_gpt":0.3858826717102338,"score_spread":0.2788598601585867,"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."}}