{"id":"W4409507960","doi":"10.62019/p3n7c964","title":"A SYSTEMATIC REVIEW ON THE EFFECTIVENESS OF OPIOID-SPARING STRATEGIES IN ICU PATIENTS","year":2025,"lang":"en","type":"review","venue":"Journal of medical & health sciences review.","topic":"Problem Solving Skills Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Opioid; Intensive care medicine; Anesthesia; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01016937,0.001829434,0.01155757,0.008830299,0.0007473357,0.00277518,0.001810263,0.002040069,0.004126102],"category_scores_gemma":[0.04391591,0.000895108,0.01239753,0.008810313,0.0008509495,0.002265074,0.001331687,0.00128047,0.000234014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003934904,"about_ca_system_score_gemma":0.01139195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006493079,"about_ca_topic_score_gemma":0.01862426,"domain_scores_codex":[0.987801,0.004842891,0.004222514,0.0008068499,0.002041643,0.000285264],"domain_scores_gemma":[0.9728948,0.0190124,0.005091484,0.0003465373,0.002377979,0.0002768159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003126402,0.00001867992,0.0006464041,0.9583818,0.01808237,0.00008094878,0.0001066453,0.00009068074,0.0001264151,0.0001037652,0.0004748776,0.02157469],"study_design_scores_gemma":[0.0005363273,0.0004286632,0.004751102,0.7484791,0.2359388,0.0003335909,0.0002317456,0.00013155,0.0002445038,0.0002246288,0.008662856,0.0000372361],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001530216,0.9971806,0.0001328427,0.0001724441,0.0000913784,0.0003928895,0.0002428883,0.00000647954,0.0002503435],"genre_scores_gemma":[0.0247528,0.9728556,0.0008527333,0.0004207241,0.00009509592,0.0007284996,0.0001984042,0.000005002558,0.00009107868],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01155757,"threshold_uncertainty_score":0.05378145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07522657648687495,"score_gpt":0.5138481403575006,"score_spread":0.4386215638706257,"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."}}