{"id":"W2618874658","doi":"10.1016/j.jmig.2017.05.014","title":"Direct Laparoscopic Trocar Insertion: Lessons Learned from Nine Litigated Cases","year":2017,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Centre; University of Toronto; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Exploratory laparotomy; Surgery; Ileus; Laparotomy; General surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005913646,0.0004109396,0.001680969,0.0003446071,0.0003869125,0.0001042544,0.000762088,0.0004975285,0.002326265],"category_scores_gemma":[0.02259948,0.000341927,0.0005356983,0.0001273864,0.0006949899,0.0003845337,0.0002552594,0.0008607084,0.0001071975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002747922,"about_ca_system_score_gemma":0.001154646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001391436,"about_ca_topic_score_gemma":0.0004571641,"domain_scores_codex":[0.9968117,0.000329725,0.001270123,0.0004872594,0.0005256883,0.000575455],"domain_scores_gemma":[0.9921811,0.003222518,0.00191309,0.0009091825,0.001257011,0.0005171269],"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":[0.004378771,0.001444686,0.1257284,0.0001850866,0.001926778,0.02753754,0.0005764898,0.000004344911,0.795088,0.0005482786,0.03053114,0.01205044],"study_design_scores_gemma":[0.008121564,0.008821157,0.5309416,0.000853162,0.0008775767,0.002436996,0.0003944519,0.000006730642,0.4089869,0.001355106,0.03669285,0.0005118822],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689329,0.00089481,0.00002284644,0.01656029,0.0006604607,0.0003518242,0.00006446662,0.0000775658,0.01243479],"genre_scores_gemma":[0.9890253,0.002474359,0.004701926,0.001799429,0.0007832428,0.00002713992,0.00002838158,0.00005978784,0.001100466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4052132,"threshold_uncertainty_score":0.9999033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1010973390180857,"score_gpt":0.3581237389319989,"score_spread":0.2570263999139132,"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."}}