{"id":"W4399359471","doi":"10.5489/cuaj.8826","title":"Poster Session 1: Oncology – Prostate (Part 1)","year":2024,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostatectomy; Prostate cancer; Body mass index; Obstructive sleep apnea; Multivariate analysis; Internal medicine; Surgery; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001130433,0.001324385,0.0009250548,0.00147306,0.001194685,0.0018437,0.001077176,0.002607781,0.4141926],"category_scores_gemma":[0.001770063,0.0003784416,0.0008784726,0.0006646762,0.0003789721,0.001160951,0.002518604,0.002288704,0.1918952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001195383,"about_ca_system_score_gemma":0.001601753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001177488,"about_ca_topic_score_gemma":0.003828512,"domain_scores_codex":[0.999305,0.0001154206,0.00004954079,0.0001633856,0.000193114,0.00017352],"domain_scores_gemma":[0.9975567,0.0001881907,0.0001453522,0.00007343745,0.0006110139,0.001425393],"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":[0.0002769805,0.0001533805,0.001463451,0.0006410574,0.00001629503,0.0003266153,0.00005709736,0.0001283553,0.0008032228,0.00029458,0.9129644,0.08287451],"study_design_scores_gemma":[0.00006994611,0.0003701706,0.00987493,0.0007158633,0.00001912244,0.001527231,0.0001179413,0.0001441845,0.0004834772,0.0007003816,0.9859574,0.00001942165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01606983,0.0293291,0.004026761,0.04366849,0.1682102,0.003962657,0.008771461,0.002058355,0.7239031],"genre_scores_gemma":[0.0411198,0.0240843,0.002528535,0.01145217,0.1238775,0.001108069,0.005113566,0.0007300092,0.7899861],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5858073,"threshold_uncertainty_score":0.8355831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0190596401831686,"score_gpt":0.2780583623899113,"score_spread":0.2589987222067427,"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."}}