{"id":"W1586390098","doi":"10.1111/j.1360-0443.2012.03779.x","title":"Commentary on Kurdyak <i>et al</i>. (2012): Methadone and other opioids – need for coordinated prescribing","year":2012,"lang":"en","type":"letter","venue":"Addiction","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oxycodone; Methadone; Medicine; Medical prescription; Heroin; Opioid; Addiction; Buprenorphine; Opioid use disorder; Prescription Drug Misuse; Harm reduction; Per capita; Psychiatry; Drug; Environmental health; Public health; Pharmacology; Nursing; Population; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002287183,0.0004639598,0.0005605795,0.0002666685,0.0001241491,0.00003407244,0.00007515243,0.0004573748,0.0002598742],"category_scores_gemma":[0.00002924328,0.0004086453,0.0001646121,0.0001159175,0.00005865228,0.0001571475,0.0000462886,0.0008578952,0.00004563953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000226212,"about_ca_system_score_gemma":0.00004025058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005379461,"about_ca_topic_score_gemma":0.000009236263,"domain_scores_codex":[0.9982291,0.0001253202,0.0003349481,0.0005122316,0.0003110789,0.0004872825],"domain_scores_gemma":[0.9989033,0.0002330497,0.000189055,0.0004810436,0.00007862243,0.0001149765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003112367,0.0002649817,0.001017187,0.0001648712,0.000742483,0.00001625059,0.0002488459,0.000001067476,0.0004188849,0.00001462029,0.9917629,0.005036703],"study_design_scores_gemma":[0.003867552,0.0008763282,0.0009585658,0.0004592336,0.00120522,0.00002759735,0.00006491953,0.00007032954,0.0007079566,0.00002813383,0.9914127,0.0003214492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00269697,0.002967522,0.0006171411,0.9868962,0.001360272,0.002774104,0.0007830292,0.0002676378,0.001637131],"genre_scores_gemma":[0.002583882,0.0002735277,0.001044526,0.9853838,0.001535544,0.0005618095,0.005952093,0.0001899669,0.002474856],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.005169064,"threshold_uncertainty_score":0.9998366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02247490320659698,"score_gpt":0.2803194742773467,"score_spread":0.2578445710707498,"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."}}