{"id":"W4282025583","doi":"10.1177/13634593221093492","title":"Disparities in the prevalence of ADHD diagnoses, suspicion, and medication use between Flanders and Québec from the lens of the medicalization process","year":2022,"lang":"en","type":"article","venue":"Health An Interdisciplinary Journal for the Social Study of Health Illness and Medicine","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture","keywords":"Medicalization; Attention deficit hyperactivity disorder; Psychology; Medical diagnosis; Psychiatry; Developmental psychology; Clinical psychology; Medicine","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":[0.0008270316,0.0002419471,0.0003034455,0.002126326,0.002327944,0.001720877,0.0006419735,0.000321284,0.002478387],"category_scores_gemma":[0.003102316,0.0001542286,0.0004256003,0.002950235,0.001186889,0.0006278972,0.0009964021,0.0004147747,0.00008744228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01898279,"about_ca_system_score_gemma":0.009029453,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9903485,"about_ca_topic_score_gemma":0.9937809,"domain_scores_codex":[0.9989768,0.0002265741,0.00006218957,0.0001617659,0.0001975793,0.0003751137],"domain_scores_gemma":[0.998449,0.0003188948,0.0004673775,0.00005128953,0.0004728009,0.0002406595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006820187,0.00002645224,0.9837579,0.00004661421,0.0001017865,0.0001560494,0.005534857,0.0002964366,0.0004150842,0.0006344341,0.0006352057,0.008327001],"study_design_scores_gemma":[0.000002396608,0.00001101441,0.9950889,0.00003202176,0.00001871439,0.00004113013,0.003916633,0.0001454086,0.00005814079,0.00002629097,0.0006514369,0.000008003898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930329,0.0008276551,0.0001696602,0.0005034403,0.000008300593,0.00002212489,0.001451606,0.00000772307,0.003976448],"genre_scores_gemma":[0.9990115,0.0001451683,0.00009331651,0.00005544027,0.000001931204,0.000008671746,0.000340681,0.000002036697,0.0003412971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01898279,"threshold_uncertainty_score":0.1377304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1258166767575871,"score_gpt":0.4593658490800561,"score_spread":0.3335491723224691,"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."}}