{"id":"W4417146253","doi":"10.3389/fsurg.2025.1686964","title":"Analysis of effectiveness and safety of cisatracurium infusion during laparoscopic abdominal surgery","year":2025,"lang":"en","type":"article","venue":"Frontiers in Surgery","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Adverse effect; Abdominal surgery; Laparoscopic surgery; Muscle relaxation; Laparoscopy; Abdominal wall; Relaxation (psychology)","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":[0.001902784,0.0005093781,0.00166872,0.0003239197,0.0001532822,0.0004130268,0.0004671403,0.0005699123,0.00200347],"category_scores_gemma":[0.003749116,0.0002760052,0.000976931,0.0002452914,0.0007065288,0.0004770572,0.0002431828,0.0008301427,0.0001587756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003101202,"about_ca_system_score_gemma":0.0005314496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001825348,"about_ca_topic_score_gemma":0.0002748978,"domain_scores_codex":[0.9979601,0.001238808,0.0002284492,0.0002022993,0.0002576293,0.0001127268],"domain_scores_gemma":[0.9966441,0.001466615,0.001165051,0.0001695163,0.0001380157,0.000416701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9299289,0.005100366,0.004456935,0.0009504886,0.001159453,0.00004369592,0.00003982697,0.0003643639,0.007610518,0.00005580197,0.0001039254,0.05018574],"study_design_scores_gemma":[0.3754373,0.5909777,0.02475079,0.0001173259,0.001972565,0.0001599908,0.00004814769,0.00128439,0.004495063,0.00008763193,0.0006433694,0.00002561498],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947993,0.00411132,0.0003176733,0.00006611028,0.00006033542,0.0003010552,0.0000624743,0.000012143,0.0002695334],"genre_scores_gemma":[0.9965969,0.001785338,0.0007045305,0.00008682727,0.0002435261,0.0003220006,0.0001063288,0.000003476497,0.0001511353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00200347,"threshold_uncertainty_score":0.01006305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009493662869213056,"score_gpt":0.25703708662209,"score_spread":0.247543423752877,"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."}}