{"id":"W4399359154","doi":"10.5489/cuaj.8823","title":"Podium Session 4: Oncology – Prostate","year":2024,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Positron emission tomography; Magnetic resonance imaging; Prostate; Prostatectomy; Stage (stratigraphy); Radiology; Histopathology; Nuclear medicine; Cancer; Oncology; Internal medicine; Pathology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001488594,0.00122281,0.001345673,0.001432709,0.001195107,0.004035354,0.001737699,0.003290303,0.6562345],"category_scores_gemma":[0.004279877,0.0005864297,0.001002767,0.0007098094,0.0003834965,0.001654075,0.003306614,0.003454604,0.4820461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001562207,"about_ca_system_score_gemma":0.002115868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008895298,"about_ca_topic_score_gemma":0.002405531,"domain_scores_codex":[0.9990121,0.0002066224,0.00007815667,0.0001976422,0.0003230862,0.0001823429],"domain_scores_gemma":[0.995978,0.000276023,0.0002514256,0.0003049596,0.001086719,0.00210279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009083108,0.00003201631,0.0001105497,0.0001575066,0.000005496224,0.00004712192,0.000005831132,0.00003822449,0.0001150317,0.0002800755,0.9588939,0.04022346],"study_design_scores_gemma":[0.00003613902,0.00004926539,0.0005988604,0.0001281415,0.000004024712,0.0002118235,0.000006933941,0.00004684119,0.00009293335,0.0004231103,0.9983959,0.000006051381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002058036,0.0150033,0.003094711,0.03453532,0.1455144,0.001268487,0.007686028,0.008045598,0.7827941],"genre_scores_gemma":[0.009816295,0.009846509,0.001545699,0.01391548,0.05441103,0.0005990189,0.005418801,0.001814924,0.9026321],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3437655,"threshold_uncertainty_score":0.4903398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02237851458553485,"score_gpt":0.3185532608133703,"score_spread":0.2961747462278354,"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."}}