{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003392134,0.0001470079,0.0005057752,0.00004929068,0.0003348964,0.000008091895,0.00009461585,0.00005219529,0.00006520873],"category_scores_gemma":[0.002079865,0.00007945642,0.0000682977,0.0004417991,0.0005775031,0.00002734225,0.0001449617,0.0001782101,0.000009399681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000632969,"about_ca_system_score_gemma":0.0002048966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002682323,"about_ca_topic_score_gemma":0.0002919376,"domain_scores_codex":[0.9986218,0.00008894233,0.0002738613,0.000280319,0.000521609,0.0002135083],"domain_scores_gemma":[0.9990665,0.0002849968,0.00009118085,0.0001642372,0.000277073,0.0001160543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001474817,0.0007498689,0.9728438,0.00008840567,0.0008296294,0.0002656179,0.02050026,4.325809e-7,0.000138793,0.0004765517,0.003238094,0.0007211247],"study_design_scores_gemma":[0.002728631,0.001399548,0.9801897,0.0002813435,0.0003451791,0.0001309952,0.01327467,0.00006102153,0.0009835319,0.0000966473,0.0004047718,0.0001040092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878811,0.0008940108,0.000007263907,0.008860619,0.0001387457,0.001900852,0.00002261026,0.00003647558,0.0002583203],"genre_scores_gemma":[0.9962336,0.00005781003,0.0000237824,0.0003907362,0.00006871354,0.0002902582,0.000006816894,0.00001163886,0.002916621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008469882,"threshold_uncertainty_score":0.3240139,"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."}}