{"id":"W2345333164","doi":"10.1016/j.amjmed.2016.04.008","title":"Missed Opportunity to Deprescribe: Docusate for Constipation in Medical Inpatients","year":2016,"lang":"en","type":"article","venue":"The American Journal of Medicine","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Polypharmacy; Medical prescription; Discontinuation; Constipation; Observational study; Retrospective cohort study; Emergency medicine; Pill; Internal medicine; Pediatrics; Intensive care medicine; Pharmacology","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":[0.0008543411,0.0003181087,0.0007650243,0.0007007412,0.002032697,0.0009300853,0.0004932522,0.001692361,0.006403299],"category_scores_gemma":[0.008673985,0.0002700584,0.0006896714,0.0005629089,0.0003543289,0.001134015,0.0008391728,0.002546011,0.0008397668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008924268,"about_ca_system_score_gemma":0.00208727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003661476,"about_ca_topic_score_gemma":0.02055509,"domain_scores_codex":[0.9990559,0.0002713856,0.0001746868,0.00005796987,0.0002229164,0.0002170627],"domain_scores_gemma":[0.9953966,0.0008350358,0.001409401,0.0000878327,0.0004200771,0.001851011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003184501,0.002605038,0.6697983,0.001619505,0.0004285717,0.02144559,0.001797498,0.0001664202,0.001485354,0.0004083037,0.04936385,0.2476971],"study_design_scores_gemma":[0.0004649841,0.003394781,0.8944767,0.003773726,0.0006699214,0.04613686,0.00844565,0.0009302729,0.00128687,0.000672069,0.03961264,0.000135647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9052691,0.0332724,0.0003125059,0.03725189,0.002063393,0.00009977064,0.000704843,0.0001245885,0.02090154],"genre_scores_gemma":[0.9641062,0.01429186,0.001229744,0.01452249,0.001873479,0.00004413961,0.0004221351,0.00003844231,0.003471449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006403299,"threshold_uncertainty_score":0.02142113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04450265335669229,"score_gpt":0.3374826187994718,"score_spread":0.2929799654427795,"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."}}