{"id":"W3208230044","doi":"10.1177/22925503211034828","title":"Pain Medication Prescribing Patterns in Augmentation Mammoplasty","year":2021,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Opioid; Anesthesia; Prospective cohort study; Pain medication; Augmentation Mammoplasty; Surgery; Breast augmentation; Implant; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000331466,0.00009617869,0.0001678135,0.0004660893,0.000266128,0.0003236688,0.0001410989,0.0002615432,0.001947789],"category_scores_gemma":[0.002852481,0.0001323945,0.0001991362,0.0006271032,0.0001546917,0.000224114,0.0001869686,0.0002870464,0.0002829001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002043948,"about_ca_system_score_gemma":0.0002532696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001893937,"about_ca_topic_score_gemma":0.002622308,"domain_scores_codex":[0.9995383,0.0001368517,0.00008128947,0.00006066339,0.0001374904,0.00004539862],"domain_scores_gemma":[0.997991,0.0005966332,0.001065638,0.00004776016,0.0001252701,0.0001738117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000757446,0.00005369319,0.9957658,0.00001524734,0.00001179801,0.0001338787,0.0001683957,0.00002697637,0.0004131224,0.000007311956,0.00006184394,0.003266101],"study_design_scores_gemma":[0.000002687268,0.0001401983,0.9982003,0.00001128663,0.000007189419,0.0009219687,0.0002746665,0.0001436607,0.0001189422,0.000009769416,0.0001665002,0.000002838543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993229,0.0001962175,0.00004023103,0.00004365297,0.000002845592,0.000006416029,0.00005513833,0.000001556515,0.0003310402],"genre_scores_gemma":[0.9996141,0.0001213915,0.00007754502,0.00003326974,0.000004476307,0.000005032406,0.00006017963,0.000001129355,0.00008270968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001947789,"threshold_uncertainty_score":0.00651598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02651303656209939,"score_gpt":0.2460509480414669,"score_spread":0.2195379114793675,"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."}}