{"id":"W4407908287","doi":"10.2196/72032","title":"Unintended Prolonged Opioid Use: Protocol for a Case-Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Opioid; Medical prescription; Clinical trial; Protocol (science); Family medicine; Alternative medicine; Nursing; Internal medicine","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":[0.04722753,0.006904482,0.0159509,0.003433126,0.004724677,0.005474269,0.004853379,0.009164066,0.07939111],"category_scores_gemma":[0.04557781,0.003963287,0.006339855,0.00460908,0.004015612,0.005083101,0.002410462,0.007886763,0.01189179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006380404,"about_ca_system_score_gemma":0.01900793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003409976,"about_ca_topic_score_gemma":0.005615409,"domain_scores_codex":[0.9706792,0.01618774,0.004143715,0.003008775,0.003472376,0.002508225],"domain_scores_gemma":[0.9782885,0.005881929,0.005049508,0.003308702,0.005116045,0.002355334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.8301868,0.03437426,0.002457231,0.04681993,0.005093317,0.0008873939,0.001069918,0.003086408,0.00336519,0.007568349,0.02616156,0.03892966],"study_design_scores_gemma":[0.9079012,0.03466476,0.003357449,0.006799146,0.001648784,0.000137305,0.0003628021,0.002229723,0.0009087422,0.004077591,0.03774365,0.0001688149],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008185287,0.0002468351,0.0008452674,0.00007620378,0.0002073683,0.9969721,0.0004736185,0.00003413111,0.0003260131],"genre_scores_gemma":[0.001279584,0.0001178186,0.001163111,0.00009535337,0.00003354207,0.9970855,0.00006958607,0.000002714935,0.0001528747],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07939111,"threshold_uncertainty_score":0.2655898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2418368997205377,"score_gpt":0.5816483890798043,"score_spread":0.3398114893592666,"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."}}