{"id":"W4245285343","doi":"10.5489/cuaj.1267","title":"Podium Session 3: All Oncology","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Medical physics; Medicine; Oncology; Internal medicine; 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":[0.0009676768,0.0007849423,0.0007847018,0.001030773,0.001171729,0.003517761,0.001344126,0.002149273,0.7283267],"category_scores_gemma":[0.003229685,0.0004138085,0.0008030495,0.0006386964,0.0003414693,0.001097667,0.002775827,0.002656726,0.5760892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001194021,"about_ca_system_score_gemma":0.001556731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001010433,"about_ca_topic_score_gemma":0.003110268,"domain_scores_codex":[0.9991952,0.0001722372,0.00006099452,0.0001523085,0.0002633942,0.0001559183],"domain_scores_gemma":[0.9975434,0.0001702019,0.0001662023,0.000243269,0.0006426413,0.001234235],"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":[0.00006520831,0.00003857272,0.0002053443,0.000116528,0.000006319925,0.000060781,0.00001013693,0.00003789537,0.0001426393,0.0003096656,0.9497686,0.04923822],"study_design_scores_gemma":[0.00002492172,0.00002917449,0.0009246533,0.00008284749,0.000002894222,0.0001415057,0.00001054172,0.0000373231,0.00009430636,0.0003344943,0.9983125,0.000004785783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002276836,0.004396569,0.00238802,0.01982263,0.03792119,0.0007649992,0.007922465,0.007335235,0.9171722],"genre_scores_gemma":[0.007876815,0.00229437,0.0009882085,0.006265912,0.01009634,0.0002660077,0.003416995,0.001184066,0.9676114],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7283267,"threshold_uncertainty_score":0.3875089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01932260246674278,"score_gpt":0.2634575859013636,"score_spread":0.2441349834346209,"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."}}