{"id":"W2193372308","doi":"10.5489/cuaj.3317","title":"Local tumour ablation for localized kidney cancer: Practice patterns in Canada","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Context (archaeology); Cryoablation; Kidney cancer; Academic institution; Cancer; General surgery; Family medicine; Ablation; Surgery; Internal medicine; Library science","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":[],"consensus_categories":[],"category_scores_codex":[0.0007082141,0.0001481591,0.0002387374,0.001569222,0.001604288,0.001060995,0.0008775248,0.0004323985,0.003003619],"category_scores_gemma":[0.003319846,0.0002131298,0.0003274909,0.006002227,0.000694981,0.0003535533,0.0007111429,0.0003921741,0.0002360271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02603816,"about_ca_system_score_gemma":0.04549103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9890219,"about_ca_topic_score_gemma":0.9936926,"domain_scores_codex":[0.9984455,0.0001056916,0.0001328529,0.000219965,0.0006771681,0.0004189052],"domain_scores_gemma":[0.994092,0.0004390902,0.001512813,0.00006518469,0.002159913,0.001730991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004659015,0.0000286856,0.9753668,0.0002682677,0.00003377612,0.0001730701,0.001819203,0.0001548866,0.000326045,0.0001455689,0.004000153,0.01763705],"study_design_scores_gemma":[0.000006998743,0.0000202593,0.9948744,0.00009924634,0.00001208812,0.0001661607,0.002090545,0.0002630683,0.00006039479,0.00001859452,0.002377001,0.00001126308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738852,0.005600843,0.0002956051,0.006237651,0.00004045585,0.0001039007,0.006099019,0.00005508063,0.007682308],"genre_scores_gemma":[0.9946377,0.002655547,0.0003322463,0.0006646145,0.00001226544,0.00002269233,0.0008669655,0.00000944016,0.0007985706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02603816,"threshold_uncertainty_score":0.1889209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02576595086226469,"score_gpt":0.2602435728779726,"score_spread":0.2344776220157079,"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."}}