{"id":"W2590491310","doi":"10.1080/03007995.2017.1300142","title":"The content validation of the Self-Reported Misuse, Abuse and Diversion of Prescription Opioids (SR-MAD) instrument for use in patients with acute or chronic pain","year":2017,"lang":"en","type":"article","venue":"Current Medical Research and Opinion","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Chronic pain; Content validity; Medical prescription; Opioid; Psychiatry; Cognition; Cognitive interview; Clinical psychology; Physical therapy; Psychometrics; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001215386,0.00009936893,0.0001889632,0.00007129773,0.0003073167,0.00004024744,0.0001553901,0.00006987204,0.000005708579],"category_scores_gemma":[0.001576295,0.00004559909,0.00003265857,0.00008254995,0.0004097766,0.0001332883,0.0001501993,0.000208968,1.842916e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001292252,"about_ca_system_score_gemma":0.0004064729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001510353,"about_ca_topic_score_gemma":0.00007970865,"domain_scores_codex":[0.9980341,0.0001797101,0.0002991266,0.0002193417,0.001029248,0.0002385149],"domain_scores_gemma":[0.9985564,0.0003509403,0.0001851762,0.0003916944,0.0003561475,0.0001596641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003174386,0.001128282,0.8857409,0.0007201252,0.0001893585,0.000001809019,0.0006289597,1.736696e-7,0.00007515436,0.000100224,0.0004983626,0.1077422],"study_design_scores_gemma":[0.01083284,0.003617755,0.9776411,0.002210215,0.00006764667,0.000001335816,0.0001968184,0.0009569673,0.001159124,0.00005065548,0.003201443,0.00006406314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960493,0.0006768933,0.00006379617,0.0009101519,0.0002317169,0.00203493,0.00002415688,0.000005193202,0.000003831685],"genre_scores_gemma":[0.9876247,0.0120299,0.00006365457,0.000006159702,0.00003481178,0.00009845298,0.000103848,0.000008239514,0.00003024617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1076782,"threshold_uncertainty_score":0.2363663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1202416052601563,"score_gpt":0.3891779392027667,"score_spread":0.2689363339426105,"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."}}