{"id":"W3135241702","doi":"10.1002/adaw.32987","title":"Report finds promise in SIFs based on Vancouver and Sydney","year":2021,"lang":"en","type":"article","venue":"Alcoholism & Drug Abuse Weekly","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Opioid overdose; Generalizability theory; Medicine; Addiction; Political science; Family medicine; Public administration; Psychiatry; Opioid; Psychology; (+)-Naloxone","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":[0.0002329587,0.0003113421,0.000507755,0.0002053323,0.00006489295,0.00003541811,0.00007842863,0.000130369,0.0002118927],"category_scores_gemma":[0.0002172188,0.0002826799,0.0001186249,0.0003877507,0.00006250278,0.0000977763,0.00004141266,0.0003120293,0.00006058902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001581674,"about_ca_system_score_gemma":0.0004717093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002814167,"about_ca_topic_score_gemma":0.0004900306,"domain_scores_codex":[0.9978833,0.00007958589,0.0004518536,0.0007246908,0.0004458612,0.00041473],"domain_scores_gemma":[0.9984932,0.0001214859,0.0001114975,0.0008941492,0.0001246154,0.000255048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001335392,0.009176215,0.7299409,0.0008605608,0.000493807,0.06265431,0.01515659,0.0004420852,0.003815552,0.000272686,0.1673962,0.008455755],"study_design_scores_gemma":[0.02411701,0.0004751642,0.8666316,0.001626673,0.0005989044,0.0004925114,0.002186398,0.002788996,0.01654031,0.0002986669,0.0832152,0.001028546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983907,0.0005355514,0.000008354678,0.004489462,0.0004329369,0.000630988,0.00001404116,0.0001030569,0.009878563],"genre_scores_gemma":[0.9850293,0.0001662718,0.001169236,0.003006377,0.0001155851,0.0001391416,0.0001309755,0.0000703339,0.0101728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1366907,"threshold_uncertainty_score":0.9999625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147273903411252,"score_gpt":0.2633823227884855,"score_spread":0.251909583754373,"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."}}