{"id":"W4249669395","doi":"10.5489/cuaj.1276","title":"Moderated Poster Session 7: Oncology: Prostate","year":2013,"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":"University of Manitoba; University of Toronto; University Health Network","funders":"","keywords":"Session (web analytics); Prostate cancer; Medicine; Medical physics; Oncology; Internal medicine; Computer science; World Wide Web; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001048079,0.001291603,0.0008419939,0.001215677,0.001611063,0.0027118,0.001157065,0.0038036,0.606419],"category_scores_gemma":[0.001432488,0.0003390181,0.001064082,0.0006065447,0.0003887763,0.001162937,0.00304979,0.003350758,0.3835173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053808,"about_ca_system_score_gemma":0.001308786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008286494,"about_ca_topic_score_gemma":0.002719556,"domain_scores_codex":[0.9993567,0.0001077959,0.00003787231,0.0001383499,0.0001826098,0.0001766872],"domain_scores_gemma":[0.9979348,0.000189602,0.00009521851,0.00008201681,0.0005961722,0.001102252],"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":[0.0002958297,0.0001309587,0.0003849214,0.0002947416,0.000009030083,0.000121084,0.00002317577,0.00005830802,0.000343287,0.0003007016,0.9697087,0.0283293],"study_design_scores_gemma":[0.0001093735,0.0002465236,0.003645573,0.0004144528,0.00001563786,0.0002980448,0.00006655842,0.0001123146,0.0004039004,0.0008085291,0.9938652,0.00001385316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005742474,0.009607492,0.001599742,0.03158269,0.1388302,0.00296796,0.007993046,0.001506992,0.8001696],"genre_scores_gemma":[0.01348475,0.005926977,0.0007375387,0.005282332,0.06710249,0.0006751281,0.003646981,0.0004961452,0.9026477],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.606419,"threshold_uncertainty_score":0.5613955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02313670697728414,"score_gpt":0.2940392261699184,"score_spread":0.2709025191926343,"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."}}