{"id":"W4322743976","doi":"10.1186/s13063-023-07169-4","title":"The efficacy of nalmefene on anesthetic recovery of patients: a study protocol for a multicenter randomized controlled trial","year":2023,"lang":"en","type":"article","venue":"Trials","topic":"Nausea and vomiting management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Renji Hospital; Shanghai Municipal Education Commission","keywords":"Medicine; Randomized controlled trial; Protocol (science); Nalmefene; Anesthesia; Clinical trial; Intensive care medicine; Alternative medicine; Naltrexone; Surgery; Internal medicine; Opioid","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03949058,0.00568978,0.0129247,0.002172829,0.00281428,0.003661584,0.003109338,0.006387179,0.04301605],"category_scores_gemma":[0.02699133,0.002250762,0.005399633,0.003330883,0.00384677,0.002935052,0.001632666,0.005866932,0.007110315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00347867,"about_ca_system_score_gemma":0.01272928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001090591,"about_ca_topic_score_gemma":0.002243535,"domain_scores_codex":[0.9764619,0.01494421,0.002422179,0.001957512,0.002313148,0.001900943],"domain_scores_gemma":[0.9858175,0.003925787,0.003188565,0.001970281,0.003414384,0.001683577],"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":[0.935427,0.01447303,0.000813488,0.01723565,0.002159351,0.0002156374,0.0003305959,0.001244313,0.002317967,0.00287908,0.00654587,0.01635808],"study_design_scores_gemma":[0.9427087,0.03493418,0.00161259,0.002346795,0.00111172,0.00004456523,0.0001186492,0.001461699,0.0006008864,0.001050997,0.01393808,0.00007104288],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003332984,0.0004398263,0.001337579,0.0001522773,0.000314883,0.993306,0.0005323376,0.00007472211,0.0005094574],"genre_scores_gemma":[0.002656121,0.0001692033,0.001787601,0.0001356127,0.00004583911,0.9947825,0.0001162442,0.000005125359,0.0003017414],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04301605,"threshold_uncertainty_score":0.2088487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1071275390156655,"score_gpt":0.4358027202050645,"score_spread":0.328675181189399,"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."}}