{"id":"W4220707959","doi":"10.1097/ju.0000000000002649","title":"Does Smoking Cessation Reduce Bladder Cancer Recurrence?","year":2022,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"National Cancer Institute","keywords":"Smoking cessation; Bladder cancer; MEDLINE; Cancer; Cigarette smoking","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002159652,0.0002490029,0.001510713,0.000444974,0.0004126333,0.001089269,0.0006354804,0.00224361,0.009824965],"category_scores_gemma":[0.009358339,0.000272013,0.00161572,0.0005591942,0.0005131613,0.001082216,0.0003461244,0.00192812,0.001323258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006381721,"about_ca_system_score_gemma":0.001920995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005132219,"about_ca_topic_score_gemma":0.01579713,"domain_scores_codex":[0.9988301,0.000468881,0.0001028337,0.0001083348,0.0002538454,0.000235859],"domain_scores_gemma":[0.9963292,0.001717464,0.0008021881,0.000128238,0.0004365337,0.0005863574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02163692,0.007774668,0.1598505,0.005756663,0.008394311,0.0002821425,0.0004750014,0.0003915959,0.002736488,0.002447432,0.03093285,0.7593215],"study_design_scores_gemma":[0.006212375,0.01601031,0.8648546,0.004682072,0.01355313,0.0005904718,0.001134472,0.001155825,0.001183905,0.00545931,0.08505427,0.0001091387],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4407925,0.3588516,0.000473268,0.1706302,0.006519353,0.0001720376,0.001204257,0.0001107184,0.0212461],"genre_scores_gemma":[0.8672087,0.09220759,0.0004944536,0.02358277,0.009974478,0.00007618687,0.0004635425,0.00003244,0.0059598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009824965,"threshold_uncertainty_score":0.03286779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02673617498482807,"score_gpt":0.3155759221339293,"score_spread":0.2888397471491012,"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."}}