{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001678543,0.0003812486,0.0008759194,0.0001464742,0.0004090156,0.00008160916,0.0001313748,0.0001182495,0.001638309],"category_scores_gemma":[0.00004614366,0.0003265404,0.0001324859,0.0002305602,0.00013407,0.0001255241,0.00004936998,0.0001359381,0.00001480814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002532132,"about_ca_system_score_gemma":0.0004126384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004711399,"about_ca_topic_score_gemma":0.008016289,"domain_scores_codex":[0.9979694,0.00005269631,0.0003672193,0.0007313011,0.0003617929,0.0005175645],"domain_scores_gemma":[0.9987285,0.00009832888,0.0001577616,0.0004403397,0.0003765977,0.000198452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0021015,0.02261697,0.4177393,0.001726351,0.01506422,0.000108447,0.1046897,0.0006781472,0.01101883,0.002106658,0.1521351,0.2700148],"study_design_scores_gemma":[0.007443438,0.00313889,0.9655485,0.0002703608,0.001170269,0.000002071519,0.002855409,0.0006009169,0.002029582,0.0001542244,0.01623775,0.0005486077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881621,0.001650429,0.0001986606,0.004257543,0.0006628073,0.004154673,0.0001041464,0.0001199783,0.0006896608],"genre_scores_gemma":[0.9856275,0.0006823576,0.0005323526,0.008535828,0.001523253,0.002497714,0.00003959498,0.0001052636,0.0004561664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5478092,"threshold_uncertainty_score":0.9999186,"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."}}