{"id":"W4324017902","doi":"10.1371/journal.pone.0281307","title":"Patient visits and prescriptions for attention-deficit/hyperactivity disorder from 2017–2021: Impacts of COVID-19 pandemic in primary care","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital; University Health Network; The Scarborough Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Pandemic; Medical prescription; Medicine; Coronavirus disease 2019 (COVID-19); Attention deficit hyperactivity disorder; Family medicine; Primary care; Psychiatry; Nursing; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000912366,0.0001925195,0.0002388405,0.0008141036,0.0004714853,0.0009052063,0.0005313164,0.000545319,0.002523171],"category_scores_gemma":[0.00486323,0.0001977953,0.0006393158,0.001195525,0.0002985499,0.0007867669,0.000997294,0.001038426,0.000182275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00365312,"about_ca_system_score_gemma":0.002223124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2416451,"about_ca_topic_score_gemma":0.3426416,"domain_scores_codex":[0.999007,0.0001806981,0.0001008378,0.0001635932,0.000263907,0.0002839694],"domain_scores_gemma":[0.9969537,0.0003847436,0.001627817,0.0000805461,0.0004557415,0.0004974197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007617688,0.00002857431,0.9945151,0.00005438547,0.00006327775,0.00009542954,0.0001773063,0.0001779855,0.0000843485,0.00004423005,0.001519174,0.003164013],"study_design_scores_gemma":[0.00000231284,0.00002254219,0.9991641,0.00003266194,0.00001001244,0.00005054085,0.0002801204,0.0002103681,0.00001817377,0.00001001786,0.0001972734,0.000001912486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984071,0.001642001,0.0001144061,0.002507431,0.00007184533,0.00003898741,0.009285643,0.00001990111,0.002248868],"genre_scores_gemma":[0.9964865,0.0005164712,0.00009119592,0.0002567852,0.00003897885,0.00001430002,0.002411171,0.000002374675,0.0001822521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2416451,"threshold_uncertainty_score":0.4804772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07663568948741348,"score_gpt":0.3191824754594224,"score_spread":0.2425467859720089,"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."}}