{"id":"W1975060545","doi":"10.5489/cuaj.2303","title":"The association between renal tumour scoring system components and complications of partial nephrectomy","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Ottawa Public Health; University of Ottawa","funders":"","keywords":"Medicine; Nephrectomy; Perioperative; Cohort; Complication; Surgery; Medical record; Surgical complication; Confounding; Renal cell carcinoma; Radiology; Internal medicine; Kidney","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001415185,0.0001120764,0.0002928597,0.00009892239,0.0003656129,0.00008621378,0.00009833777,0.0001511846,0.000005478707],"category_scores_gemma":[0.0007463222,0.00007776377,0.00009150075,0.0001576306,0.00003103988,0.00006516554,0.00002020758,0.0003803618,0.00002028459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002733417,"about_ca_system_score_gemma":0.0004025178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001090788,"about_ca_topic_score_gemma":0.0002035406,"domain_scores_codex":[0.9982002,0.000298321,0.0004506056,0.0001403194,0.00054261,0.0003679875],"domain_scores_gemma":[0.9976228,0.0003977603,0.0005636176,0.000103395,0.0005068874,0.0008055803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003136714,0.00001506978,0.9973696,0.000004450771,0.0001965237,0.00001598738,0.00006885713,0.0000179092,0.0003427186,0.0003359149,0.001087109,0.0005144328],"study_design_scores_gemma":[0.00111688,0.0002095522,0.9800103,0.00002645818,0.0002049476,0.0001061712,0.0001016618,0.0002119699,0.0001680749,0.0001456186,0.01763049,0.00006788132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880294,0.0002867217,0.00006627281,0.00888482,0.0001783094,0.0002827728,0.00002857365,0.00002029895,0.002222846],"genre_scores_gemma":[0.999073,0.0000176117,0.0001518523,0.000166246,0.000406017,0.00001646769,0.00002429503,0.000008634698,0.0001358872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01735936,"threshold_uncertainty_score":0.7147791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04731742435094657,"score_gpt":0.2486742747239753,"score_spread":0.2013568503730287,"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."}}