{"id":"W4400651429","doi":"10.1097/js9.0000000000001932","title":"Comparison of gallbladder extraction via the subxiphoid port and the supraumbilical port during laparoscopic cholecystectomy: a prospective randomized clinical trial","year":2024,"lang":"en","type":"article","venue":"International Journal of Surgery","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"West China Hospital, Sichuan University; Sichuan University","keywords":"Medicine; Laparoscopic cholecystectomy; Port (circuit theory); Randomized controlled trial; Gallbladder; Surgery; Cholecystectomy; General surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007298064,0.0001599529,0.00125535,0.0002532086,0.00004422963,0.00007288585,0.0001870128,0.0001295343,0.0002582598],"category_scores_gemma":[0.004094197,0.00008051818,0.0009394934,0.0001539966,0.0007212386,0.0001887813,0.00005510875,0.0008808198,0.000004242404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009585054,"about_ca_system_score_gemma":0.0003298112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002147071,"about_ca_topic_score_gemma":0.000003209139,"domain_scores_codex":[0.9960167,0.0005784387,0.002080669,0.0002080587,0.0009694011,0.0001466809],"domain_scores_gemma":[0.9904193,0.007735412,0.0008454674,0.0001637923,0.0007401438,0.0000959437],"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":[0.8834494,0.0007097583,0.1042364,0.0001056289,0.002222684,0.0006713763,0.0005328275,0.000002369232,0.002925998,0.001108645,0.0015883,0.002446595],"study_design_scores_gemma":[0.8303011,0.0006207438,0.1092639,0.001955696,0.001207009,0.00687942,0.0003249929,0.0004886578,0.04219566,0.003152804,0.003322788,0.0002871992],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901302,0.001538416,0.0003821018,0.004448103,0.002041337,0.0007592254,0.000003679406,0.00003353607,0.0006633708],"genre_scores_gemma":[0.9973654,0.0008034513,0.00008323254,0.0001306086,0.001370719,0.00004225842,0.000003732243,0.0000194049,0.0001811729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05314832,"threshold_uncertainty_score":0.4901433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06925261079253955,"score_gpt":0.4282072907204872,"score_spread":0.3589546799279476,"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."}}