{"id":"W2999933710","doi":"10.2196/16199","title":"Discrepancies in Written Versus Calculated Durations in Opioid Prescriptions: Pre-Post Study","year":2020,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Thomas Jefferson University","keywords":"Medical prescription; Duration (music); Medicine; Opioid; Emergency medicine; Internal medicine; Pharmacology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01215145,0.0002263336,0.0005311987,0.002015495,0.0009231956,0.001770964,0.0008728856,0.0006784455,0.003317923],"category_scores_gemma":[0.1087842,0.0005133892,0.0008739284,0.002067761,0.001299172,0.003095007,0.001719192,0.002167597,0.0005676581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002099088,"about_ca_system_score_gemma":0.001887997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003881784,"about_ca_topic_score_gemma":0.004528552,"domain_scores_codex":[0.9882393,0.004002737,0.002590644,0.001035085,0.003309391,0.0008226903],"domain_scores_gemma":[0.8264094,0.07880368,0.06489689,0.006165647,0.01960007,0.004124305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001248601,0.0006092766,0.9865097,0.0001014214,0.00008086508,0.0000814826,0.003963207,0.00004998052,0.0001391334,0.00007059361,0.0002900636,0.006855607],"study_design_scores_gemma":[0.00003386866,0.001611288,0.9920852,0.00005630772,0.00004233093,0.0001287245,0.004888164,0.0002168312,0.0002707647,0.00004388969,0.0006027862,0.00001976988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982408,0.0001551494,0.0001141852,0.0001310241,0.00001861921,0.0001048871,0.000333331,0.000005661846,0.0008963007],"genre_scores_gemma":[0.9990065,0.00008567025,0.0001547757,0.00008377209,0.00001525308,0.0001055527,0.0002019974,0.000007405877,0.0003392236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01215145,"threshold_uncertainty_score":0.06426376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02496312833979859,"score_gpt":0.3236874550438743,"score_spread":0.2987243267040757,"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."}}