{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002066257,0.0004316327,0.0005287161,0.0002566069,0.0002755241,0.00005164372,0.000175857,0.0001670982,0.0002903797],"category_scores_gemma":[0.00006138673,0.0003723157,0.0004221934,0.0002400991,0.00009730571,0.000183817,0.0000931505,0.0001765735,0.0006704697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004436278,"about_ca_system_score_gemma":0.0001886408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002203895,"about_ca_topic_score_gemma":0.0002148744,"domain_scores_codex":[0.9975024,0.00004894637,0.0004070578,0.0008392057,0.000406325,0.0007960114],"domain_scores_gemma":[0.9984059,0.0002919505,0.00005612623,0.0007906544,0.0001156818,0.0003397274],"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":[0.000500573,0.002269191,0.0009029935,0.001642908,0.002138066,0.0005389193,0.07709026,0.0000166047,0.01007232,0.009120502,0.842836,0.05287164],"study_design_scores_gemma":[0.003218369,0.000266317,0.005373409,0.0007179289,0.0008311687,0.0001049388,0.00254379,0.0006239613,0.003730905,0.0005249575,0.9814773,0.0005870247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7850088,0.1645062,0.00008331709,0.03577988,0.002781473,0.002488548,0.0003755464,0.001346681,0.00762958],"genre_scores_gemma":[0.9517694,0.01385148,0.001038051,0.0007960061,0.001147545,0.001452273,0.0003995487,0.000228564,0.02931713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1667606,"threshold_uncertainty_score":0.9998729,"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."}}