{"id":"W2423766210","doi":"10.3747/co.23.3180","title":"Smoking Behaviours of Current Cancer Patients in Canada","year":2016,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Canadian Partnership Against Cancer","funders":"","keywords":"Medicine; Cancer; Population; Quality of life (healthcare); Cancer treatment; Smoking cessation; Adverse effect; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005426959,0.00009696829,0.0003067849,0.00008406401,0.00001192335,8.591194e-7,0.00006701017,0.00003901023,0.000276146],"category_scores_gemma":[0.00003683607,0.00006514491,0.0000430541,0.0001063961,0.00004682703,0.00002694881,0.00003667078,0.0001490452,0.000001212077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00262284,"about_ca_system_score_gemma":0.002213301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6236811,"about_ca_topic_score_gemma":0.905567,"domain_scores_codex":[0.9990692,0.00002778347,0.0002955835,0.0001752747,0.0001928011,0.0002393263],"domain_scores_gemma":[0.9994867,0.00005009996,0.0001371306,0.0001219627,0.0000976293,0.0001064179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003845689,0.0001801208,0.6123084,0.00002221535,0.000005175988,0.000002129531,0.00005784217,3.13827e-7,0.00002868908,0.00001097194,0.002334337,0.3850113],"study_design_scores_gemma":[0.002360136,0.0001511322,0.9026084,0.0003527225,0.00004262251,7.439472e-7,0.00002402271,0.000003165785,0.0003520826,0.000009385387,0.09401939,0.00007618635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931746,0.002268272,0.000008939697,0.0002760233,0.003825454,0.0002075926,0.0001182861,0.00000561595,0.0001151986],"genre_scores_gemma":[0.9986203,0.001179372,0.000002186776,0.00002767673,0.0001015363,0.00003332389,0.00001426604,0.000009258474,0.00001207223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3849351,"threshold_uncertainty_score":0.6858637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09989656966438576,"score_gpt":0.4147244520558644,"score_spread":0.3148278823914786,"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."}}