{"id":"W2521644197","doi":"10.1007/s00464-016-5232-z","title":"Impact of miniport laparoscopic cholecystectomy versus standard port laparoscopic cholecystectomy on recovery of physical activity: a randomized trial","year":2016,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Randomized controlled trial; Cholecystectomy; Abdominal surgery; Surgery; Laparoscopic cholecystectomy; Port (circuit theory); Nausea; Physical therapy; Anesthesia","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001151676,0.0007053405,0.004303811,0.0004711956,0.00005535523,0.00001940685,0.0003371811,0.0004183743,0.001065367],"category_scores_gemma":[0.002344867,0.00041499,0.00221018,0.0006307421,0.0009504043,0.0002099645,0.0001360945,0.0005363828,0.00004418306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004301975,"about_ca_system_score_gemma":0.0008431118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001046224,"about_ca_topic_score_gemma":0.00000285044,"domain_scores_codex":[0.9949268,0.0006397224,0.001230167,0.0009094187,0.00149135,0.0008025789],"domain_scores_gemma":[0.9927768,0.004284478,0.0008995502,0.001125382,0.0004167549,0.0004970535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9804484,0.002082206,0.000688771,0.0001824197,0.0009166909,0.0002455109,0.00005023331,0.000001503915,0.01252359,0.0004655998,0.0002409398,0.002154096],"study_design_scores_gemma":[0.7273186,0.02184623,0.0004166763,0.0009259801,0.0003189496,0.00002377139,0.000005018697,0.000005731806,0.2478961,0.0001388273,0.0008193792,0.0002847855],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791601,0.00009551245,0.00004698204,0.0001802713,0.0004750263,0.003180207,0.0002446726,0.0002274489,0.01638978],"genre_scores_gemma":[0.9979619,0.000209606,0.0001893545,0.00002130709,0.0004390154,0.0003792063,0.00002286305,0.00008810338,0.0006886273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2531299,"threshold_uncertainty_score":0.9998478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02948250627801854,"score_gpt":0.3565802965924869,"score_spread":0.3270977903144683,"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."}}