{"id":"W4306934178","doi":"10.48083/jclw6772","title":"Intra-Diverticular Bladder Tumours: How to Manage Rationally","year":2022,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Urinary and Genital Oncology Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cystectomy; Urology; Surgery; Urinary bladder; Bladder cancer; Transitional cell carcinoma; Chemotherapy; Carcinoma; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00352512,0.0004143433,0.0005415267,0.001471964,0.0006736558,0.003295306,0.001120238,0.001975537,0.0009668745],"category_scores_gemma":[0.02066286,0.0002429068,0.0003213011,0.001326399,0.001178803,0.004714877,0.001302474,0.002399551,0.001005276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008922687,"about_ca_system_score_gemma":0.003515101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001798519,"about_ca_topic_score_gemma":0.004777346,"domain_scores_codex":[0.996542,0.00123222,0.0006036569,0.0003638511,0.0009657226,0.0002925752],"domain_scores_gemma":[0.9906896,0.002179894,0.0035433,0.0003603074,0.002250884,0.0009760272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001752886,0.0002603399,0.237246,0.003195964,0.0001876312,0.003617436,0.002048085,0.0009915263,0.003464401,0.003981571,0.07933293,0.6654988],"study_design_scores_gemma":[0.0001587245,0.001033247,0.2533351,0.02061441,0.0004876239,0.05126939,0.03076162,0.003731625,0.003442685,0.02208361,0.6127518,0.0003301327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1413799,0.3809789,0.01592463,0.4417328,0.004893703,0.000143054,0.0004965104,0.0003144616,0.01413615],"genre_scores_gemma":[0.5281588,0.3556483,0.05517369,0.0428766,0.01276581,0.0001995725,0.001158933,0.0001878393,0.003830505],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00352512,"threshold_uncertainty_score":0.01864284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0360743088765611,"score_gpt":0.3107829068058501,"score_spread":0.274708597929289,"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."}}