{"id":"W4307377301","doi":"10.21037/ls-22-15","title":"Laparoscopic approaches to adrenalectomy for large adrenal tumours: a systematic review","year":2022,"lang":"en","type":"review","venue":"Laparoscopic Surgery","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Adrenalectomy; Perioperative; Gold standard (test); Surgery; Blood loss; Blood transfusion; General surgery; Internal medicine","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":[0.003086304,0.001136465,0.005292791,0.007783853,0.0004063032,0.001555236,0.001450963,0.001128469,0.004186098],"category_scores_gemma":[0.0159192,0.0007135546,0.005156831,0.008572346,0.000558092,0.001463388,0.0009093652,0.0007536763,0.0003240195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001897064,"about_ca_system_score_gemma":0.005498773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004553048,"about_ca_topic_score_gemma":0.01304926,"domain_scores_codex":[0.9969478,0.000830402,0.001220047,0.0002556173,0.0006377906,0.0001082183],"domain_scores_gemma":[0.9854635,0.009858483,0.003177214,0.0001374234,0.00117029,0.0001930691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001748261,0.0000153428,0.0006858348,0.953371,0.004529455,0.0001344243,0.00009954044,0.00006208271,0.0001315992,0.00007217913,0.001116774,0.03960693],"study_design_scores_gemma":[0.0004086174,0.0003870111,0.007643457,0.894573,0.06847046,0.001355739,0.0003236989,0.00009015255,0.0001798307,0.0001854551,0.02634027,0.00004230457],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006029732,0.9988471,0.00005830825,0.0000901657,0.00004553514,0.00008977255,0.0001141274,0.000003572849,0.0001484593],"genre_scores_gemma":[0.006209888,0.9929055,0.0002834135,0.0001942339,0.00005913312,0.0001907305,0.0000980017,0.000002255025,0.00005686419],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007783853,"threshold_uncertainty_score":0.01632208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2072004868012641,"score_gpt":0.3449951439707317,"score_spread":0.1377946571694676,"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."}}