{"id":"W4220654595","doi":"10.1007/s12325-022-02090-9","title":"Opioid-Induced Constipation: Cost Impact of Approved Medications in the Emergency Department","year":2022,"lang":"en","type":"article","venue":"Advances in Therapy","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"Bausch Health","keywords":"Medicine; Cohort; Emergency department; Emergency medicine; Opioid; Constipation; Odds ratio; Health care; Medical prescription; Internal medicine; Retrospective cohort study; Pharmacology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000298186,0.00007444521,0.0001390992,0.00007605627,0.00005419344,0.000001517686,0.0001312777,0.00001235541,0.0006382549],"category_scores_gemma":[0.00008554912,0.00005233408,0.00006109849,0.0003990069,0.00005238401,0.00006640748,0.00001457762,0.0001674388,0.000001187092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007522636,"about_ca_system_score_gemma":0.0001155982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001343931,"about_ca_topic_score_gemma":0.0001734548,"domain_scores_codex":[0.9991565,0.00011369,0.0002581223,0.0001267078,0.0002165374,0.0001284048],"domain_scores_gemma":[0.9995356,0.0001051606,0.00008832616,0.0002130426,0.00003004675,0.00002778187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007022326,0.001591702,0.9432756,0.00002399844,0.00003004694,0.000007079329,0.002803711,0.001732457,0.001744227,0.0009586824,0.0002736197,0.0468567],"study_design_scores_gemma":[0.003760344,0.001916137,0.9769779,0.00003114175,0.00001241515,0.00004056416,0.003380458,0.0005647627,0.0001663565,0.004737595,0.008315158,0.00009709744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920647,0.002945681,0.0002409127,0.001245644,0.00009781319,0.0008345351,0.00001511568,0.00001008418,0.002545582],"genre_scores_gemma":[0.9982273,0.0009926633,0.0001867331,0.0001649727,0.00001398497,0.0003499867,0.00004451752,0.000004727347,0.00001511551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04675961,"threshold_uncertainty_score":0.6988444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02967051343816279,"score_gpt":0.3641262994304634,"score_spread":0.3344557859923006,"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."}}