{"id":"W2577911085","doi":"10.1016/j.jmig.2005.07.149","title":"151","year":2005,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Trendelenburg position; Supine position; Pneumoperitoneum; Body mass index; Anesthesia; Veress needle; Surgery; Laparoscopy; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002225741,0.00008857282,0.0003489412,0.0001606879,0.00005272398,0.000005377826,0.0001205799,0.00009175158,0.001193616],"category_scores_gemma":[0.001244296,0.00007171796,0.0001949305,0.0001113385,0.00008565428,0.00009880115,0.00002686494,0.0002562235,0.0002138403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009816987,"about_ca_system_score_gemma":0.0004633232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.244349e-7,"about_ca_topic_score_gemma":0.00001793162,"domain_scores_codex":[0.9990353,0.0000515662,0.0004990476,0.00009118891,0.0001439066,0.0001789914],"domain_scores_gemma":[0.9980112,0.0009147759,0.0003601885,0.0001367809,0.0004123169,0.0001647102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002107002,0.002575541,0.06748306,0.00009559051,0.0009558537,0.001806592,0.001236767,0.00009703906,0.6033217,0.00466167,0.134989,0.1806702],"study_design_scores_gemma":[0.001737766,0.003246699,0.552888,0.00009303938,0.0003933231,0.009061001,0.0005676849,0.00002528842,0.03423887,0.0007756011,0.3967664,0.0002063009],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744231,0.0004208622,0.00007959446,0.01470077,0.0001822373,0.00008533199,0.000001365186,0.000007932259,0.01009886],"genre_scores_gemma":[0.9883052,0.00017213,0.006194779,0.00392374,0.0005938116,0.000004377328,0.000001125689,0.000009598733,0.0007952558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5690828,"threshold_uncertainty_score":0.9997194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02156222273771881,"score_gpt":0.2827306249430482,"score_spread":0.2611684022053294,"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."}}