{"id":"W1608788679","doi":"","title":"Laparoscopic adrenalectomy: pathologic features determine outcome.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Adrenalectomy; Surgery; Pheochromocytoma; Blood loss; Laparoscopy; Complication; Retrospective cohort study; 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":[0.0002284617,0.000164737,0.0003287304,0.00009569198,0.00006181126,0.00001570843,0.00007755013,0.00008911059,0.000167745],"category_scores_gemma":[0.0004509599,0.0001162713,0.0001101124,0.0002337847,0.00006337218,0.00004242608,0.0000190086,0.0002246348,0.00007721618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004177489,"about_ca_system_score_gemma":0.00003254395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005638116,"about_ca_topic_score_gemma":0.000007675289,"domain_scores_codex":[0.9988092,0.00005804622,0.00023119,0.0002564921,0.000185073,0.0004599951],"domain_scores_gemma":[0.9993416,0.00005437936,0.00006510285,0.0002703882,0.00003703493,0.0002314634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005307836,0.0008121333,0.8063964,0.0003683594,0.0002020276,0.0330505,0.0002970156,0.00001188603,0.0002318902,0.004648144,0.01752398,0.1359269],"study_design_scores_gemma":[0.00182282,0.00007216469,0.9775294,0.0000121459,0.00008028588,0.005704031,0.00002226265,0.000001364236,0.005845684,0.0004159546,0.008322887,0.0001710204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667237,0.001075195,0.00003030176,0.0005437129,0.0003477127,0.0006378719,0.000004809127,0.0001364305,0.03050021],"genre_scores_gemma":[0.9778634,0.000007365061,0.0002835883,0.001459438,0.0001236485,0.0004567984,0.00001021381,0.00001805451,0.01977748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.171133,"threshold_uncertainty_score":0.4741406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03832899250842983,"score_gpt":0.2638425140587272,"score_spread":0.2255135215502974,"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."}}