{"id":"W4411114049","doi":"10.1038/s41390-025-04197-5","title":"Adherence to clinical practice guideline for attention-deficit/hyperactivity disorder treatment among children and adolescents","year":2025,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Guideline; Attention deficit hyperactivity disorder; Clinical Practice; Attention deficit disorder; Attention deficit; Medicine; Psychiatry; Pediatrics; Psychology; Clinical psychology; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0236927,0.0007430586,0.002852674,0.003063027,0.002621174,0.002682289,0.00399914,0.007507465,0.00400672],"category_scores_gemma":[0.1183344,0.0008421354,0.002572019,0.002583863,0.0009294163,0.002155924,0.002340669,0.00867132,0.001605782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005386557,"about_ca_system_score_gemma":0.02788405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04128396,"about_ca_topic_score_gemma":0.06749177,"domain_scores_codex":[0.9472047,0.01905033,0.01561158,0.001544436,0.01425807,0.002330801],"domain_scores_gemma":[0.8916514,0.0386142,0.01909581,0.002177746,0.03880635,0.009654587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002009509,0.003008885,0.07720479,0.006069007,0.0005135093,0.0009941818,0.002350986,0.00125053,0.0006520791,0.003232672,0.4988344,0.405688],"study_design_scores_gemma":[0.002061487,0.001511477,0.4439786,0.1603328,0.001356611,0.004901193,0.007271355,0.007325786,0.002040108,0.009486372,0.359202,0.0005322496],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05218065,0.07884516,0.021013,0.6851259,0.01343297,0.01062942,0.005341238,0.001819572,0.1316121],"genre_scores_gemma":[0.3542678,0.06955771,0.2633002,0.2550435,0.005151641,0.02763915,0.009718973,0.0004554951,0.01486553],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04128396,"threshold_uncertainty_score":0.1253005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09562178631718628,"score_gpt":0.4943597568282793,"score_spread":0.3987379705110931,"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."}}