{"id":"W2407977558","doi":"","title":"Laparoscopic versus open adrenalectomy for surgical adrenal disease.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Medicine; Adrenalectomy; Surgery; Laparoscopy; Retrospective cohort study; Blood transfusion; Body mass index; Laparoscopic surgery; Blood loss; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002864998,0.0001637125,0.0003240586,0.00006387378,0.0001045546,0.000049142,0.0001831511,0.00005602392,0.0003576177],"category_scores_gemma":[0.0003841325,0.0001296023,0.0001455977,0.0002122055,0.00006500424,0.00009771402,0.00005052374,0.0001270747,0.00004078418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006279231,"about_ca_system_score_gemma":0.0001754027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009311711,"about_ca_topic_score_gemma":0.000006594124,"domain_scores_codex":[0.9986433,0.00005129662,0.0002229201,0.000333034,0.0002136002,0.00053582],"domain_scores_gemma":[0.9988132,0.0001844305,0.00005825662,0.0002695451,0.00006686627,0.0006076652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1428958,0.006164066,0.1297788,0.00181046,0.002785458,0.02538158,0.0004670139,0.0001178416,0.00001997048,0.2272119,0.2639884,0.1993786],"study_design_scores_gemma":[0.05469002,0.0003769811,0.3726307,0.00007317225,0.0005192569,0.0009161466,0.00003886076,0.00004195629,0.002020165,0.0016317,0.5665033,0.0005576963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9122047,0.001771367,0.0001354068,0.001867857,0.001274251,0.00539078,0.00008134448,0.0001459695,0.07712832],"genre_scores_gemma":[0.9822707,0.000008090786,0.0002305684,0.0002633744,0.0002970558,0.003225384,0.00007425356,0.0000274646,0.0136031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3025149,"threshold_uncertainty_score":0.5285028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06498533034475829,"score_gpt":0.3083585265718214,"score_spread":0.2433731962270631,"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."}}