{"id":"W4388041261","doi":"10.3390/diagnostics13213351","title":"Laparoscopic Adrenalectomy: Tailoring Approaches for the Optimal Resection of Adrenal Tumors","year":2023,"lang":"en","type":"article","venue":"Diagnostics","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Universitatea \"Lucian Blaga\" din Sibiu","keywords":"Medicine; Adrenalectomy; Blood loss; Surgery; Resection; Laparoscopy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0005888994,0.0001800993,0.0002143706,0.000392693,0.0001572618,0.0004391104,0.0001394834,0.0001152168,0.0006046232],"category_scores_gemma":[0.001690312,0.00005927758,0.0001836122,0.0002675838,0.0001988469,0.000306037,0.0003463773,0.0002242833,0.0001320959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001089274,"about_ca_system_score_gemma":0.000278163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001787073,"about_ca_topic_score_gemma":0.0006156919,"domain_scores_codex":[0.9997385,0.00007811293,0.00003531291,0.00004546239,0.00006342323,0.00003924085],"domain_scores_gemma":[0.9993452,0.0002055186,0.0002722248,0.00003274463,0.00003736471,0.0001068059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003646055,0.0001191897,0.9154699,0.00008679139,0.00009268671,0.0007917934,0.0001612529,0.0008512288,0.007633124,0.00008129701,0.0001500292,0.07419802],"study_design_scores_gemma":[0.00002998938,0.001048697,0.9833975,0.00003433568,0.00008345379,0.009580686,0.0007186035,0.0014455,0.00234591,0.0001971186,0.001099708,0.00001847351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968399,0.0007448816,0.001818112,0.0000474977,0.000009734799,0.00001223015,0.00003695536,0.000006680053,0.0004839714],"genre_scores_gemma":[0.9983464,0.0003148525,0.001141355,0.00002676838,0.00003287064,0.000008025499,0.00007002632,0.00000354067,0.0000561004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006046232,"threshold_uncertainty_score":0.003114402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07511578705082055,"score_gpt":0.2991949036609635,"score_spread":0.224079116610143,"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."}}