{"id":"W1585774667","doi":"10.1002/cncr.28088","title":"Social environment, secondary smoking exposure, and smoking cessation among head and neck cancer patients","year":2013,"lang":"en","type":"article","venue":"Cancer","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; Public Health Ontario; Ontario Institute for Cancer Research; University of Toronto","funders":"","keywords":"Medicine; Smoking cessation; Head and neck cancer; Internal medicine; Logistic regression; Hazard ratio; Proportional hazards model; Cancer; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005004279,0.0001492641,0.0002680727,0.00004431984,0.0002253362,0.00003021281,0.00002750519,0.00008684322,0.0005332672],"category_scores_gemma":[0.000007624465,0.0001321143,0.00002819674,0.00005499264,0.0001393871,0.0002137124,0.00005783398,0.0001722469,0.000002075878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001765753,"about_ca_system_score_gemma":0.00004668462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001416589,"about_ca_topic_score_gemma":0.0002002195,"domain_scores_codex":[0.9990987,0.00001867969,0.0001810472,0.0002767932,0.0001811603,0.0002435772],"domain_scores_gemma":[0.9996758,0.00001789436,0.00008461698,0.00007583862,0.00004482916,0.0001010733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001810141,0.00002196437,0.8943986,0.0001156465,0.00007568182,0.000001063443,0.001586525,7.628729e-7,0.0002153843,0.000006935416,0.003231323,0.100328],"study_design_scores_gemma":[0.002103322,0.0001101466,0.9847866,0.0001915157,0.00007688455,6.080895e-7,0.0001334458,0.00002200305,0.0003435901,0.0000495786,0.0120365,0.0001458318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911469,0.005741912,0.000003137316,0.0007958179,0.0002057024,0.0003176735,0.00002108031,0.00002606886,0.001741721],"genre_scores_gemma":[0.9952904,0.00267479,0.00001817255,0.0009727138,0.0003623663,0.0002697618,0.00001327188,0.00002329825,0.0003752263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1001822,"threshold_uncertainty_score":0.5838901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0216200818193408,"score_gpt":0.2810125235483186,"score_spread":0.2593924417289778,"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."}}