{"id":"W4236901391","doi":"10.5489/cuaj.1306","title":"Podium Session 2: Oncology","year":2012,"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":"Session (web analytics); Medicine; Oncology; Medical physics; Internal medicine; Computer science; World Wide Web","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":[],"category_scores_codex":[0.0009029068,0.00117839,0.001035026,0.001133056,0.00108926,0.003267381,0.001229148,0.0028731,0.6573423],"category_scores_gemma":[0.002276682,0.0003886205,0.001001891,0.000544059,0.0002698679,0.001249489,0.002355999,0.003111532,0.4857575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001337542,"about_ca_system_score_gemma":0.001472933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007046769,"about_ca_topic_score_gemma":0.00216266,"domain_scores_codex":[0.9993512,0.0001199467,0.0000415498,0.0001405424,0.0002279175,0.0001187835],"domain_scores_gemma":[0.9980733,0.0001156657,0.00009683515,0.0001384208,0.0005931374,0.0009826318],"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":[0.00007494293,0.00004232895,0.0000991246,0.00009870961,0.000004408036,0.00004672933,0.000006723285,0.00003870106,0.0001401368,0.0003165743,0.9573892,0.04174241],"study_design_scores_gemma":[0.00002965905,0.00004637706,0.0004554452,0.00009316178,0.000003502308,0.0001578983,0.000009360747,0.00004275654,0.00008859405,0.0003798543,0.9986884,0.000004920823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001874498,0.009798625,0.002297327,0.02622215,0.09593552,0.001011381,0.006042282,0.004451604,0.8523666],"genre_scores_gemma":[0.005322479,0.004917217,0.0008678986,0.00813678,0.02369975,0.0003582254,0.002823058,0.000734714,0.9531399],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6573423,"threshold_uncertainty_score":0.4887596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03207778481454366,"score_gpt":0.3228794409862147,"score_spread":0.290801656171671,"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."}}