{"id":"W2276104847","doi":"10.5489/cuaj.3167","title":"Bladder preserving approach for liposarcomatoid variant of transitional urothelial carcinoma","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urinary and Genital Oncology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urothelial carcinoma; Transitional cell carcinoma; Urology; Medicine; Internal medicine; Bladder cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000621589,0.00009828035,0.000285963,0.0001097455,0.0001701445,0.0000143343,0.00009005013,0.0001975344,0.00009383078],"category_scores_gemma":[0.0006373512,0.00007877242,0.0001487371,0.0001016938,0.00004937289,0.00007314939,0.00001172613,0.0002800071,0.00000419123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003583964,"about_ca_system_score_gemma":0.0008357939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000213951,"about_ca_topic_score_gemma":0.0001005,"domain_scores_codex":[0.9988873,0.0001162601,0.0002973515,0.0001314399,0.0002457869,0.0003218787],"domain_scores_gemma":[0.9986506,0.0001381351,0.0001560935,0.00006318685,0.0004684557,0.0005235299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001781039,0.0008273719,0.8958653,0.00005697167,0.001222808,0.0003796571,0.002092266,0.0005043831,0.0005563604,0.003080469,0.09246534,0.001168061],"study_design_scores_gemma":[0.008332424,0.004136242,0.8939622,0.00001100753,0.0005349613,0.002702883,0.0009104367,0.003166253,0.00009952033,0.00637453,0.07945955,0.0003099702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.935131,0.0009164418,0.004327199,0.03933217,0.000484442,0.0006905047,0.000241117,0.00002655068,0.01885058],"genre_scores_gemma":[0.9932978,0.000006806552,0.003738492,0.00165727,0.0006001132,0.00002063331,0.00003352835,0.000008066684,0.0006372905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0581668,"threshold_uncertainty_score":0.3212246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0369859563158882,"score_gpt":0.2504553578477192,"score_spread":0.213469401531831,"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."}}