{"id":"W1501997055","doi":"10.1002/cncr.28510","title":"Perioperative chemotherapy for muscle‐invasive bladder cancer: A population‐based outcomes study","year":2014,"lang":"en","type":"article","venue":"Cancer","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Queen's University","funders":"Cancer Care Ontario","keywords":"Medicine; Bladder cancer; Cystectomy; Propensity score matching; Perioperative; Internal medicine; Population; Cancer; Cancer registry; Oncology; Proportional hazards model; Stage (stratigraphy); Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.001510843,0.0004406161,0.0004795753,0.001067773,0.0006161791,0.001005942,0.0006669266,0.0006830153,0.001102703],"category_scores_gemma":[0.002736737,0.0004400388,0.001119008,0.002741234,0.0004991604,0.0006334003,0.0009391502,0.0009191337,0.0002333055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00203759,"about_ca_system_score_gemma":0.002364925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05091175,"about_ca_topic_score_gemma":0.05637341,"domain_scores_codex":[0.9989636,0.0002333614,0.0001075688,0.0002217676,0.0002823533,0.0001913881],"domain_scores_gemma":[0.9978668,0.0002192542,0.001018525,0.0001878441,0.0003365912,0.0003710248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002275345,0.0000917213,0.9981773,0.00002891886,0.0002627941,0.00004865654,0.00009168798,0.00002713496,0.00006661492,0.00001624384,0.0001818413,0.0007794913],"study_design_scores_gemma":[0.00007241418,0.0002139205,0.9986432,0.00001751038,0.0002429487,0.0001281479,0.0002236461,0.0001092312,0.00001782789,0.00001705314,0.000305799,0.000008234296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976671,0.0005679,0.00009557628,0.0001058701,0.000008029925,0.00005078071,0.001095163,0.000003449823,0.0004061384],"genre_scores_gemma":[0.9980416,0.0004278298,0.00009632311,0.00006896767,0.00002361598,0.00006026027,0.001189659,0.000002286255,0.00008946045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05091175,"threshold_uncertainty_score":0.1012309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03035813506930509,"score_gpt":0.3528648344628884,"score_spread":0.3225066993935833,"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."}}