{"id":"W3164819010","doi":"10.1002/cpt.2307","title":"Trends in Postpartum Opioid Prescribing: A Time Series Analysis","year":2021,"lang":"en","type":"article","venue":"Clinical Pharmacology & Therapeutics","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; Sunnybrook Hospital; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Codeine; Medicine; Hydromorphone; Medical prescription; Oxycodone; Opioid; Breastfeeding; Hydrocodone; Interrupted Time Series Analysis; Morphine; Postpartum period; Obstetrics; Anesthesia; Pregnancy; Pediatrics; Internal medicine; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.004274278,0.0002915623,0.0006678311,0.002640794,0.0003546042,0.000819214,0.0007151132,0.0005773682,0.002839326],"category_scores_gemma":[0.01018927,0.0003141461,0.001562584,0.005185901,0.0002952576,0.0007156415,0.0006212596,0.00108056,0.0003825823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001443276,"about_ca_system_score_gemma":0.001373164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05984702,"about_ca_topic_score_gemma":0.03469314,"domain_scores_codex":[0.9967416,0.0009870206,0.0005565456,0.0006214443,0.0006797805,0.0004136418],"domain_scores_gemma":[0.990335,0.003518478,0.00361541,0.0007189523,0.00130264,0.0005095204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002166288,0.00005642802,0.9935507,0.00007448499,0.0005280213,0.0001382208,0.000150984,0.0006440448,0.0001080622,0.0001383002,0.0008827686,0.003511307],"study_design_scores_gemma":[0.00002643153,0.0002634236,0.9869782,0.0000475529,0.0002837482,0.0002674153,0.0005598532,0.009901815,0.00008939557,0.0001022422,0.001459897,0.0000201056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864467,0.001366848,0.00158623,0.0003488892,0.00004249732,0.0001151936,0.00916484,0.00004045744,0.0008883558],"genre_scores_gemma":[0.9894944,0.0006396589,0.0007988145,0.00008120067,0.00004424461,0.0001468561,0.008200246,0.00001442686,0.0005800702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05984702,"threshold_uncertainty_score":0.1189973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05672596409736767,"score_gpt":0.3995204168444509,"score_spread":0.3427944527470832,"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."}}