{"id":"W4398210926","doi":"10.5489/cuaj.8735","title":"Variability in perioperative management of pheochromocytoma in Canada","year":2024,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Western University","funders":"","keywords":"Medicine; Pheochromocytoma; Perioperative; Respondent; Adrenalectomy; Demographics; General surgery; Emergency medicine; Internal medicine; Surgery; Demography","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":[0.002293291,0.0001351173,0.0002415417,0.001105093,0.002210927,0.001185792,0.001048875,0.0003324185,0.001996282],"category_scores_gemma":[0.01267242,0.0001639536,0.0002867332,0.003119931,0.001120085,0.0002786865,0.000889364,0.0006075377,0.0001235853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03301906,"about_ca_system_score_gemma":0.066227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9821899,"about_ca_topic_score_gemma":0.9858637,"domain_scores_codex":[0.9962025,0.0004276402,0.0003580712,0.0004353134,0.001812735,0.0007637256],"domain_scores_gemma":[0.9870012,0.001788297,0.002846344,0.0002763905,0.005180887,0.002906899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001093457,0.00002530624,0.9455503,0.0002895992,0.00007821083,0.0003124834,0.003216816,0.0003394105,0.0004297102,0.0005589511,0.008181607,0.04090836],"study_design_scores_gemma":[0.000008934026,0.00003019908,0.9867772,0.0002965953,0.00002988758,0.0003357857,0.004106966,0.0003344583,0.0001515491,0.0001240056,0.007770842,0.00003359076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9417976,0.01320869,0.001121226,0.02000651,0.0002302444,0.0001173707,0.004747142,0.00007026672,0.01870085],"genre_scores_gemma":[0.9933544,0.003916838,0.0004856153,0.001130395,0.00003076214,0.00001355942,0.0006362316,0.00001179187,0.0004202801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03301906,"threshold_uncertainty_score":0.2395712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007512601801999152,"score_gpt":0.2221475196353253,"score_spread":0.2146349178333261,"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."}}