{"id":"W4399919166","doi":"10.1002/adaw.34166","title":"NIDA director challenges, begs experts at CPDD for solutions","year":2024,"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":"History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01063761,0.0009309106,0.0009185409,0.001107799,0.006244345,0.0077982,0.002154689,0.01095748,0.1290214],"category_scores_gemma":[0.02449807,0.0008506703,0.001155385,0.0009383355,0.001699286,0.004144618,0.004545772,0.01774392,0.04734189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005285075,"about_ca_system_score_gemma":0.02306493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02125128,"about_ca_topic_score_gemma":0.0487184,"domain_scores_codex":[0.9942947,0.001340177,0.0004135981,0.0007552333,0.002145777,0.001050599],"domain_scores_gemma":[0.980697,0.002494073,0.0006538768,0.0008910559,0.005782769,0.009481225],"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":[0.00001006027,0.00002251206,0.0001330574,0.00002265159,0.000002176232,0.00003321695,0.00001934816,0.000007131078,0.00003374928,0.001328087,0.9884566,0.00993147],"study_design_scores_gemma":[0.00002193773,0.00001379766,0.0002351985,0.0001035595,0.000004512106,0.00008074645,0.0001983471,0.00002213249,0.00005359048,0.001226091,0.9980296,0.00001042367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0003312191,0.006163136,0.0007557731,0.9092744,0.03987996,0.00009733826,0.0006821355,0.0003460668,0.04246999],"genre_scores_gemma":[0.006236023,0.02045983,0.005289401,0.6184253,0.02334007,0.0005237533,0.002091005,0.0006609047,0.3229737],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1290214,"threshold_uncertainty_score":0.4316195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04314207349667139,"score_gpt":0.300124118917165,"score_spread":0.2569820454204936,"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."}}