{"id":"W2896542733","doi":"10.3233/blc-180184","title":"Venous Thromboembolism and Peri-Operative Chemotherapy for Muscle-Invasive Bladder Cancer: A Population-based Study","year":2018,"lang":"en","type":"article","venue":"Bladder Cancer","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Cancer Care Ontario","keywords":"Medicine; Cystectomy; Venous thromboembolism; Bladder cancer; Chemotherapy; Incidence (geometry); Perioperative; Cancer; Urology; Surgery; Internal medicine; Thrombosis","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":[0.000465833,0.0001850136,0.0002556186,0.0005442273,0.0004963741,0.0007301602,0.0005305106,0.0004390933,0.001023232],"category_scores_gemma":[0.002144419,0.0003202919,0.000433639,0.001719763,0.0003401894,0.0004378897,0.0004436564,0.00061273,0.0001226625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001483706,"about_ca_system_score_gemma":0.001665517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1163383,"about_ca_topic_score_gemma":0.1532371,"domain_scores_codex":[0.9993414,0.0001058735,0.00006899194,0.0001351304,0.0002190028,0.000129616],"domain_scores_gemma":[0.9983795,0.0001464625,0.0008787049,0.00009707107,0.0002051985,0.0002931332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000209336,0.00001537428,0.999521,0.000006369827,0.00002571765,0.00002215286,0.00003770924,0.000009121346,0.00002405218,0.000004769821,0.00005371993,0.0002591909],"study_design_scores_gemma":[0.000003839612,0.00002392192,0.999681,0.00000479586,0.00001481834,0.00006919582,0.00006896188,0.00003763099,0.000004268505,0.000004001557,0.00008630141,0.000001266072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983395,0.0004315078,0.00004989376,0.00008867667,0.00000449031,0.00002101286,0.0005945034,0.000002187875,0.0004681258],"genre_scores_gemma":[0.9993093,0.0002133529,0.00003154341,0.00003657097,0.000009272906,0.000008467517,0.0003224674,7.409051e-7,0.00006821628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1163383,"threshold_uncertainty_score":0.2313222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0234294671760765,"score_gpt":0.3434250159803532,"score_spread":0.3199955488042767,"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."}}