{"id":"W4248663753","doi":"10.5489/cuaj.1001","title":"Podium Session 5: Oncology/MIS","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Medicine; Oncology; Internal medicine; Medical physics; Computer science; World Wide Web","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":[],"category_scores_codex":[0.0007818129,0.0009698471,0.0008289812,0.001373688,0.001390701,0.003357781,0.0009600304,0.001527347,0.6961088],"category_scores_gemma":[0.002968175,0.0004048796,0.0007510902,0.0007104638,0.0002824043,0.001128321,0.002833237,0.001781101,0.4720496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001437833,"about_ca_system_score_gemma":0.001851109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002132166,"about_ca_topic_score_gemma":0.008174271,"domain_scores_codex":[0.9994037,0.00008345886,0.00005133535,0.0001000126,0.0002224801,0.0001390946],"domain_scores_gemma":[0.9970713,0.0001132879,0.0001523724,0.0002134252,0.0009032829,0.001546321],"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":[0.00003952554,0.00002226902,0.0002213007,0.00009295286,0.00000308798,0.00005168473,0.000006901043,0.00002262894,0.00008236684,0.00014562,0.9666733,0.03263834],"study_design_scores_gemma":[0.00001685576,0.00001946723,0.001306578,0.00008717515,0.00000206405,0.0001067381,0.00001304281,0.00003758435,0.00008029908,0.0001885042,0.9981375,0.000004166404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002583752,0.00473292,0.001602376,0.01893992,0.0784476,0.0008694482,0.01004024,0.006494919,0.8762888],"genre_scores_gemma":[0.008786255,0.003232176,0.0007920621,0.004852954,0.01631902,0.0002077989,0.00444153,0.001170963,0.9601973],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6961088,"threshold_uncertainty_score":0.4334639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01796214295940994,"score_gpt":0.2446420356844187,"score_spread":0.2266798927250087,"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."}}