{"id":"W2319583935","doi":"10.1016/s0377-1237(11)80018-3","title":"Performing Laparoscopic Cholecystectomy using Diagnostic Laparoscope : Our Adaptations","year":2011,"lang":"en","type":"article","venue":"Medical Journal Armed Forces India","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Parachute","funders":"","keywords":"Medicine; Acute kidney injury; Rifle; Intensive care unit; Incidence (geometry); Sepsis; Intensive care; SOFA score; Polytrauma; Emergency medicine; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00241523,0.0006301738,0.0003510255,0.0008832259,0.001470039,0.002194223,0.001741748,0.001448149,0.008976661],"category_scores_gemma":[0.008042377,0.0005341939,0.001159464,0.0006626323,0.001013292,0.002632007,0.003100239,0.002451095,0.0023361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006960455,"about_ca_system_score_gemma":0.002757409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001809144,"about_ca_topic_score_gemma":0.005443319,"domain_scores_codex":[0.9974712,0.0005887075,0.0004903412,0.0004584974,0.0005865443,0.0004046964],"domain_scores_gemma":[0.9944419,0.0009146486,0.0006446407,0.001208691,0.001272972,0.001517101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009708655,0.003188824,0.1721167,0.001097565,0.0001499558,0.02235225,0.004911266,0.0009906006,0.04903321,0.003287334,0.01748954,0.7244118],"study_design_scores_gemma":[0.0003560436,0.004855183,0.4301443,0.00144475,0.0007248418,0.2806074,0.01681899,0.005652025,0.01979794,0.01067876,0.2282154,0.00070443],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7938681,0.01068168,0.06255705,0.05208684,0.006968704,0.0007033331,0.0005133651,0.0008473353,0.07177352],"genre_scores_gemma":[0.8068799,0.009038034,0.1427229,0.01258676,0.005501851,0.0002708528,0.0004760352,0.0002638931,0.02225987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008976661,"threshold_uncertainty_score":0.03002995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05170799805349612,"score_gpt":0.3142905261345548,"score_spread":0.2625825280810587,"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."}}