{"id":"W3120052339","doi":"10.1016/j.drugalcdep.2021.108515","title":"Electronic health record adoption among US substance use disorder and other mental health treatment facilities","year":2021,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mental health; Accreditation; Medicine; Commission; Substance abuse; Environmental health; Family medicine; Quarter (Canadian coin); Business; Psychiatry; Finance; Medical education","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":[0.004445926,0.0002518623,0.0002842279,0.002567383,0.00111805,0.002693332,0.0009343027,0.0009878752,0.005198689],"category_scores_gemma":[0.04411811,0.0004766404,0.001039534,0.003847409,0.0005815771,0.002798396,0.002382718,0.002001633,0.0003664982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00245886,"about_ca_system_score_gemma":0.003157653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0676014,"about_ca_topic_score_gemma":0.08728467,"domain_scores_codex":[0.9925971,0.003076579,0.00124981,0.0008844001,0.0010878,0.001104336],"domain_scores_gemma":[0.9473705,0.01772677,0.02537047,0.002389136,0.004348133,0.002794923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008779672,0.0002399271,0.9874784,0.00003972353,0.00008075142,0.00006076347,0.0009695629,0.00006722935,0.00007436019,0.0000987755,0.000622615,0.01018016],"study_design_scores_gemma":[0.00001092568,0.0001164471,0.9947879,0.0001159325,0.00004912337,0.0001203045,0.003546905,0.0003769555,0.0001111071,0.00004154659,0.0007108729,0.00001211773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947791,0.0005204942,0.0001927361,0.0009480956,0.0000294404,0.00004944923,0.001584792,0.00001976597,0.001876119],"genre_scores_gemma":[0.9974602,0.0003946756,0.0002136335,0.0004362992,0.00002159274,0.00002187642,0.0005500678,0.00001054013,0.0008909124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0676014,"threshold_uncertainty_score":0.1344158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05520483373322355,"score_gpt":0.3716681172922191,"score_spread":0.3164632835589956,"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."}}