{"id":"W4297857993","doi":"10.12688/f1000research.121987.1","title":"Paravertebral vs. Epidural Analgesia for Liver Surgery (PEALS): Protocol for a randomized controlled pilot study","year":2022,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Perioperative; Anesthesia; Adverse effect; Analgesic; Hepatectomy; Opioid; Randomized controlled trial; Anorexia; Surgery; Resection; 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":[0.03396648,0.004692814,0.008983985,0.001816968,0.002430968,0.003588727,0.002444768,0.006244214,0.07618285],"category_scores_gemma":[0.03700642,0.002289298,0.004932763,0.002587825,0.00355935,0.003115045,0.001391534,0.006954453,0.01088442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004818427,"about_ca_system_score_gemma":0.01215361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001701106,"about_ca_topic_score_gemma":0.003319797,"domain_scores_codex":[0.9800653,0.0121518,0.002875133,0.001360907,0.002028804,0.001518058],"domain_scores_gemma":[0.98138,0.006200533,0.004542321,0.002241283,0.00396821,0.001667596],"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":[0.8279694,0.018172,0.00102627,0.06243329,0.004040186,0.0004627725,0.0009785624,0.002226047,0.003842376,0.006853716,0.0335806,0.0384149],"study_design_scores_gemma":[0.8987212,0.0286638,0.003154812,0.01060629,0.001452192,0.0001202234,0.0002873736,0.002252679,0.001298916,0.004156833,0.04912934,0.0001563896],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001174554,0.0002037897,0.0007779509,0.0001670139,0.0002876232,0.9962656,0.0006671654,0.0000551355,0.0004011207],"genre_scores_gemma":[0.00130563,0.00007790653,0.001213124,0.0001479757,0.0000346384,0.996955,0.00007664495,0.000004083119,0.0001849018],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07618285,"threshold_uncertainty_score":0.254857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1732685502306832,"score_gpt":0.4146755187738054,"score_spread":0.2414069685431222,"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."}}