{"id":"W4413323735","doi":"10.1213/ane.0000000000007713","title":"Refining Postcesarean Analgesia: Does Intrathecal Hydromorphone Measure Up?","year":2025,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Health Authority","funders":"","keywords":"Hydromorphone; Medicine; Intrathecal; Anesthesia; Measure (data warehouse); Refining (metallurgy); Intensive care medicine; Opioid; 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":[0.001941246,0.0005919337,0.001581727,0.0003525994,0.000426458,0.001122844,0.0005941146,0.001136378,0.003382314],"category_scores_gemma":[0.01238271,0.0002334789,0.0004992128,0.000444391,0.0004922929,0.001727914,0.0003589056,0.001570342,0.0007826635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00100913,"about_ca_system_score_gemma":0.002538575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005933876,"about_ca_topic_score_gemma":0.01651219,"domain_scores_codex":[0.9990712,0.0003135071,0.0001548026,0.00008221669,0.0002706988,0.0001074286],"domain_scores_gemma":[0.9963815,0.001540073,0.0008729813,0.0001817499,0.000702608,0.0003210435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003113298,0.001759898,0.1953196,0.001524313,0.000479302,0.00113374,0.0007044759,0.001188062,0.007953354,0.001011748,0.01474225,0.77107],"study_design_scores_gemma":[0.001141581,0.006670494,0.8748567,0.007962116,0.00136693,0.00568585,0.003971139,0.006484567,0.01106599,0.005381835,0.07512382,0.0002890835],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6552533,0.1623578,0.01769603,0.1140676,0.004864452,0.0009429865,0.0009740119,0.0005001544,0.04334382],"genre_scores_gemma":[0.8986297,0.05633233,0.03026798,0.008232788,0.001983467,0.0002522214,0.000390607,0.0000952597,0.003815608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005933876,"threshold_uncertainty_score":0.01179868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100376455495075,"score_gpt":0.2548835923967689,"score_spread":0.2438798278418182,"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."}}