{"id":"W6990436284","doi":"","title":"Desarrollo de modelos predictivos en el Carcinoma vesical tratado mediante Cistectomía radical","year":2018,"lang":"es","type":"article","venue":"e_Buah","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Beef Cattle Research Council; National Comprehensive Cancer Network","keywords":"Carcinoma; Cancer; Oral cavity","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003309842,0.0005559484,0.0007706095,0.0001827488,0.0002454463,0.00007514663,0.0004087431,0.0005411219,0.001088263],"category_scores_gemma":[0.0002271324,0.0004817232,0.0003015246,0.0003141844,0.0007262802,0.0001621823,0.0001137284,0.0006364789,0.0008373756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005362831,"about_ca_system_score_gemma":0.001057573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005508359,"about_ca_topic_score_gemma":0.00003609252,"domain_scores_codex":[0.9964954,0.0002920837,0.0005555506,0.0008115814,0.0007879845,0.00105735],"domain_scores_gemma":[0.9978442,0.0002129191,0.0001138941,0.000779914,0.000141034,0.0009080353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01504819,0.005988698,0.7155511,0.001499393,0.004148157,0.00516103,0.02842335,0.00002082479,0.0595336,0.004559672,0.07503045,0.0850355],"study_design_scores_gemma":[0.04232009,0.01405881,0.7344504,0.001963687,0.005098847,0.001594934,0.0008706785,0.03738255,0.09371044,0.002801971,0.06357587,0.002171739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707941,0.003941808,0.00300073,0.002833619,0.001320971,0.001208561,0.0003996858,0.0002306796,0.01626984],"genre_scores_gemma":[0.9885764,0.0002822284,0.0007131936,0.001306238,0.007195782,0.0001216879,0.00005142533,0.000129463,0.001623623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08286376,"threshold_uncertainty_score":0.9999406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645713294983852,"score_gpt":0.2989527082670739,"score_spread":0.2824955753172354,"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."}}