{"id":"W2225040858","doi":"10.5489/cuaj.518","title":"First time ever at CUA — live surgery","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Urological Association","funders":"","keywords":"Medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002809027,0.000194865,0.00038698,0.001613914,0.005138271,0.001495447,0.000885318,0.001333823,0.04639898],"category_scores_gemma":[0.002776023,0.0001935995,0.0004942003,0.001140661,0.0003671603,0.001198398,0.001407705,0.003127767,0.005128994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002803065,"about_ca_system_score_gemma":0.006927945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1209444,"about_ca_topic_score_gemma":0.3186223,"domain_scores_codex":[0.9989145,0.00005792453,0.00003255084,0.00007709565,0.0002206655,0.0006974015],"domain_scores_gemma":[0.9958885,0.00009201875,0.0003987567,0.00007917095,0.0005092234,0.003032307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002506274,0.001308901,0.6539386,0.0001211222,0.00006601895,0.003531733,0.001258402,0.00008784091,0.0006629325,0.002021541,0.2321969,0.1045553],"study_design_scores_gemma":[0.00005157952,0.0004906991,0.8248267,0.0005284065,0.0000452379,0.009395516,0.009945244,0.0003071713,0.0003413295,0.001468712,0.1524901,0.000109357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7050751,0.003765566,0.0009686883,0.04603943,0.006225601,0.000445982,0.01801322,0.0003782545,0.2190882],"genre_scores_gemma":[0.8906797,0.002146348,0.001204538,0.01657169,0.002604299,0.0002198811,0.007112526,0.0001279567,0.0793331],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1209444,"threshold_uncertainty_score":0.2404808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008878703520359467,"score_gpt":0.192094397352082,"score_spread":0.1832156938317225,"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."}}