{"id":"W4240269857","doi":"10.5489/cuaj.3127","title":"Podium Session 4: Prostate Cancer","year":2015,"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":"Helsingin ja Uudenmaan Sairaanhoitopiiri; University of Toronto; McMaster University; University of Minnesota; Tays; U.S. Department of Veterans Affairs","keywords":"Session (web analytics); Prostate cancer; Prostate; Cancer; Medicine; Gynecology; Internal medicine; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":true,"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":[],"category_scores_codex":[0.001234247,0.00116775,0.001459145,0.001424166,0.001094156,0.003063959,0.001578219,0.002657377,0.5085311],"category_scores_gemma":[0.003909881,0.0004725771,0.001318341,0.0007293028,0.0003376627,0.001049361,0.003047618,0.00281096,0.2642432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001498255,"about_ca_system_score_gemma":0.00195543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001270674,"about_ca_topic_score_gemma":0.003639407,"domain_scores_codex":[0.9991769,0.0001981066,0.00007752175,0.0001463735,0.0002575369,0.0001435774],"domain_scores_gemma":[0.9966012,0.0002885948,0.000265346,0.0002090246,0.0009716546,0.001664141],"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":[0.0001317644,0.00005443045,0.0002289432,0.0002922002,0.00001212043,0.00005542687,0.000005878062,0.00004354872,0.0000986701,0.0001754888,0.9574149,0.04148661],"study_design_scores_gemma":[0.00009539116,0.0001180997,0.002717393,0.0004522739,0.00001207388,0.0002935333,0.00001318558,0.0000906406,0.0001169138,0.0004684025,0.9956121,0.000009825418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003577597,0.03262486,0.002845412,0.04808236,0.1824697,0.002579805,0.0170726,0.004664256,0.7060834],"genre_scores_gemma":[0.01396679,0.02104982,0.001550929,0.01527541,0.09569054,0.001196612,0.009202911,0.0009606576,0.8411063],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5085311,"threshold_uncertainty_score":0.7010207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03728279693489328,"score_gpt":0.3134019161869245,"score_spread":0.2761191192520312,"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."}}