{"id":"W1936302718","doi":"10.5489/cuaj.10070","title":"A smoking cessation program as a resource for bladder cancer","year":2012,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Smoking cessation; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009747043,0.0001343671,0.0001679468,0.0006646107,0.001155191,0.0005871223,0.0006541278,0.0006514771,0.01086661],"category_scores_gemma":[0.00308931,0.0001476018,0.0002469188,0.0005401369,0.0003108496,0.0006445352,0.001654991,0.0008676201,0.001044388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004741588,"about_ca_system_score_gemma":0.002964312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002797788,"about_ca_topic_score_gemma":0.005836131,"domain_scores_codex":[0.9994648,0.0002229798,0.00003224698,0.00003262691,0.0001146594,0.0001326668],"domain_scores_gemma":[0.9960793,0.0006893768,0.0005400021,0.0001407043,0.0001924355,0.002358123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003696195,0.009591422,0.4948409,0.0009383849,0.00008663235,0.001014561,0.002172561,0.0003557289,0.003096945,0.000434103,0.02142901,0.4656702],"study_design_scores_gemma":[0.0002826382,0.004744419,0.9613459,0.0006139005,0.00009995059,0.001420877,0.002434938,0.001085808,0.0005027416,0.0002156194,0.02721613,0.00003720412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751237,0.001515517,0.0006833924,0.008685841,0.0001685129,0.0007693588,0.0002577418,0.0002462118,0.01254968],"genre_scores_gemma":[0.987345,0.001293302,0.003524602,0.002410561,0.0003374126,0.0006722838,0.0005391964,0.00002264122,0.003854847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01086661,"threshold_uncertainty_score":0.03635246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02673987119307156,"score_gpt":0.3060315228506899,"score_spread":0.2792916516576183,"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."}}