{"id":"W4390711108","doi":"10.48083/vbff8907","title":"Proceedings From the 5th B2B Uro-Oncology: GU Cancers Triad Meeting: Prostate Cancer","year":2023,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prostate cancer; Triad (sociology); Medicine; Oncology; Internal medicine; Cancer; Psychology","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":[0.001689102,0.0006716138,0.001055175,0.0007534128,0.001605791,0.001729657,0.001256032,0.002672438,0.18283],"category_scores_gemma":[0.007689096,0.0002595965,0.0008494759,0.0005280046,0.0003185807,0.0007581454,0.00208673,0.003811317,0.05844411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002084694,"about_ca_system_score_gemma":0.004366215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004614765,"about_ca_topic_score_gemma":0.01273738,"domain_scores_codex":[0.9985816,0.0003721052,0.0001211544,0.0001724062,0.0004762085,0.0002765612],"domain_scores_gemma":[0.9932845,0.00075752,0.0002509918,0.0001460375,0.002005094,0.003555836],"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":[0.0002414543,0.0000635817,0.0006853781,0.0002800347,0.00003011202,0.0005244607,0.00002499009,0.0000771178,0.0002363879,0.0003296479,0.9688685,0.0286384],"study_design_scores_gemma":[0.0001612587,0.0001800532,0.003644841,0.0005034703,0.00005022761,0.0008659753,0.0001441752,0.0001137606,0.0003006199,0.0004417078,0.9935675,0.0000263918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007255055,0.03996374,0.001297368,0.3845807,0.2351284,0.001134924,0.01123437,0.0004653952,0.3189401],"genre_scores_gemma":[0.05986814,0.05292469,0.001927201,0.09512278,0.1729801,0.0008836988,0.01406046,0.0007222258,0.6015106],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.18283,"threshold_uncertainty_score":0.6116272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09533127094800892,"score_gpt":0.4239663391531568,"score_spread":0.3286350682051479,"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."}}