{"id":"W2936278286","doi":"10.1016/j.jogc.2019.02.213","title":"INTERNAL ILIAC ARTERY LIGATION: A STEPWISE APPROACH","year":2019,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Pelvic and Acetabular Injuries","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Ligation; Internal iliac artery; Iliac artery; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001677128,0.00009363871,0.0003461766,0.0001510748,0.00003486899,0.00001618411,0.00008162975,0.00008126839,0.0002666028],"category_scores_gemma":[0.0006283686,0.00007158353,0.00005958381,0.0001602867,0.00004337862,0.00007671299,0.00002963377,0.0003150337,0.000002405744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003047509,"about_ca_system_score_gemma":0.00108681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001163517,"about_ca_topic_score_gemma":0.0007141969,"domain_scores_codex":[0.9990953,0.0000246534,0.0003461708,0.0001011178,0.0002711443,0.0001615822],"domain_scores_gemma":[0.9988829,0.000372726,0.000242268,0.0001076053,0.0002172115,0.0001772692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003825578,0.0001734655,0.9294834,0.0001743491,0.0003891343,0.002218743,0.0002666902,0.00002588017,0.0001767497,0.0004911317,0.01309745,0.05346479],"study_design_scores_gemma":[0.004698162,0.0009601532,0.9013229,0.00002459623,0.0001925333,0.001156017,0.001085801,0.0003455012,0.0001958888,0.000152609,0.08967908,0.0001867434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828457,0.004059341,0.00009894203,0.0004877372,0.005453344,0.0001010839,0.000004701636,0.000002799676,0.006946391],"genre_scores_gemma":[0.9965964,0.00007438496,0.0006946113,0.0008457076,0.00005805916,7.693212e-7,0.000002561376,0.000007627189,0.001719887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07658163,"threshold_uncertainty_score":0.2919113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007733736974224437,"score_gpt":0.2139304175878966,"score_spread":0.2061966806136721,"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."}}