{"id":"W4416012603","doi":"10.1080/00952990.2025.2555137","title":"A clarion call to the addiction science community: it’s time to resist the anti-scientific policies of the US Trump administration","year":2025,"lang":"en","type":"editorial","venue":"The American Journal of Drug and Alcohol Abuse","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; Université de Montréal; Mental Health Research Canada; University of Calgary; Public Health Ontario; University of British Columbia","funders":"","keywords":"Administration (probate law); CLARION; Addiction; Government (linguistics); Action (physics); Public policy; Addiction medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.008226317,0.0002111373,0.0005774832,0.0004470834,0.001760767,0.0002420826,0.001892497,0.00005769313,0.0000120328],"category_scores_gemma":[0.002659378,0.00008096288,0.0001689285,0.002608103,0.00456201,0.0001097094,0.0002786298,0.001691309,0.000007357388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001434491,"about_ca_system_score_gemma":0.002487746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001129447,"about_ca_topic_score_gemma":0.0003657103,"domain_scores_codex":[0.9955965,0.0007417545,0.0005887988,0.0002311141,0.002449792,0.0003920373],"domain_scores_gemma":[0.9954262,0.001341791,0.0007593676,0.001116858,0.001074448,0.000281358],"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":[0.0006388638,0.0001088791,0.0002192037,0.0000268676,0.00007921852,0.000004766542,0.01523485,0.00003072548,0.006702334,0.000007345096,0.9689456,0.008001383],"study_design_scores_gemma":[0.001059499,0.002207043,0.03024687,0.001942158,0.0006937049,0.0001476636,0.01405376,0.00009122973,0.002231664,0.00002793011,0.9471117,0.0001868017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8838762,0.0003005347,0.00001448381,0.05956718,0.05496349,0.0006922336,0.00007830733,0.00000935295,0.0004982306],"genre_scores_gemma":[0.9187252,0.0007394139,0.00004970997,0.004252891,0.06649365,0.00001625524,0.00001220343,0.0000221814,0.009688478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05531429,"threshold_uncertainty_score":0.9995388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01815546635434861,"score_gpt":0.3376575602408298,"score_spread":0.3195020938864812,"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."}}