{"id":"W4390556055","doi":"10.5114/ms.2023.134081","title":"Indications for laparoscopic adrenalectomy as a determinant of the perioperative and postoperative course: a retrospective, single-centre cohort study","year":2023,"lang":"en","type":"article","venue":"Medical Studies","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retrospective cohort study; Medicine; Perioperative; Adrenalectomy; Cohort; Internal medicine; Surgery; General surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001837483,0.0002544597,0.0007763318,0.0007666043,0.0004701577,0.000848732,0.0004831298,0.0004989117,0.001360827],"category_scores_gemma":[0.004302702,0.0004323058,0.001004508,0.001592505,0.0002677226,0.0008225944,0.0006709308,0.0007966134,0.0001970848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000387657,"about_ca_system_score_gemma":0.0006340379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004574381,"about_ca_topic_score_gemma":0.005283691,"domain_scores_codex":[0.9985637,0.0002865964,0.0002440996,0.0003160037,0.0003678342,0.0002217532],"domain_scores_gemma":[0.9974844,0.0005699765,0.00104289,0.0002979063,0.0002909018,0.0003139533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002610718,0.00003398667,0.9970207,0.0000722788,0.000278384,0.0001269916,0.0001025956,0.0000292443,0.0001020751,0.00004413606,0.0003616919,0.001566847],"study_design_scores_gemma":[0.00002348816,0.0001210728,0.9979398,0.00006965837,0.0002838704,0.0006052394,0.0002444585,0.0001791263,0.00003685787,0.00004784638,0.0004354043,0.00001324616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937074,0.004223439,0.0003273495,0.0001917837,0.00005596324,0.00005952923,0.0009639009,0.000004522993,0.0004662476],"genre_scores_gemma":[0.9975461,0.001058761,0.00015913,0.00008685843,0.00003737852,0.00005786163,0.0009521202,0.000004435675,0.00009730049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004574381,"threshold_uncertainty_score":0.009717643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02724487525096614,"score_gpt":0.343909141733426,"score_spread":0.3166642664824599,"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."}}