{"id":"W4307430108","doi":"10.1503/cjs.013720","title":"A Canadian centre’s experience with prone retroperitoneoscopic adrenalectomy","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; St. Paul's Hospital; University of British Columbia Hospital","funders":"","keywords":"Medicine; Adrenalectomy; Laparoscopy; Retrospective cohort study; Surgery; Endocrine surgery; Complication; Endocrine system; General surgery; Internal medicine; Hormone","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":[0.0005752866,0.0005350148,0.000163261,0.0007490466,0.001633562,0.0009263769,0.0008003592,0.000452282,0.003989204],"category_scores_gemma":[0.002047752,0.000293107,0.0005365607,0.001784591,0.0005600082,0.0003783559,0.0007304309,0.0008323566,0.0004966308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005084522,"about_ca_system_score_gemma":0.009454112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3647315,"about_ca_topic_score_gemma":0.6320479,"domain_scores_codex":[0.9991162,0.00008684859,0.00005723592,0.0001245738,0.0003566711,0.0002582872],"domain_scores_gemma":[0.9979026,0.0001955254,0.000343865,0.0001314288,0.0003529578,0.001073502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004177467,0.000534618,0.7634203,0.0002889574,0.0002107039,0.04723987,0.004484245,0.0007755211,0.005329303,0.0009029027,0.01110423,0.1652915],"study_design_scores_gemma":[0.00007577841,0.0007458568,0.8314968,0.000198952,0.00008965954,0.1313532,0.002979524,0.0006697857,0.001005333,0.0001888332,0.03107978,0.0001166043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673208,0.004177163,0.001276807,0.001655495,0.000226868,0.0001522526,0.0005613753,0.0001169911,0.02451216],"genre_scores_gemma":[0.9924575,0.00258586,0.001839502,0.0005905446,0.000104973,0.0000250922,0.0004628453,0.00003503931,0.001898738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3647315,"threshold_uncertainty_score":0.725217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02096309376361582,"score_gpt":0.2175226138264921,"score_spread":0.1965595200628763,"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."}}