{"id":"W2941073316","doi":"10.1111/soc4.12697","title":"Current trends in medicalisation: Universalising <scp>ADHD</scp> diagnosis and treatments","year":2019,"lang":"en","type":"article","venue":"Sociology Compass","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Affect (linguistics); Attention deficit hyperactivity disorder; Discipline; Sociology; Psychology; Criminology; Psychiatry; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001527985,0.0001408003,0.0003715947,0.0002162324,0.00005185523,0.000006701252,0.00005259116,0.0001581297,0.0003620161],"category_scores_gemma":[0.00009412185,0.0001294041,0.000072678,0.0001678491,0.0002249797,0.00009632065,0.00004592331,0.0002912064,0.0001030694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001527014,"about_ca_system_score_gemma":0.00004321069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004976559,"about_ca_topic_score_gemma":0.00001201108,"domain_scores_codex":[0.9989533,0.0001644689,0.0001902484,0.0003020536,0.0001497632,0.0002402028],"domain_scores_gemma":[0.9991834,0.000429076,0.00008152948,0.0001746667,0.00003639032,0.00009493039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008572749,0.0003016675,0.9851211,0.00002431966,0.00008206908,0.00001584457,0.002931254,0.000007338126,0.00009603774,0.0005700592,0.002353482,0.00848828],"study_design_scores_gemma":[0.00377275,0.0001667647,0.9764906,0.000072394,0.0001137907,0.00002079729,0.00583643,0.0005044243,0.00001318852,0.000343686,0.01260299,0.00006221782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931499,0.001243949,0.0000391638,0.003299551,0.0003498054,0.0001882375,0.000007255804,0.00004818186,0.001673914],"genre_scores_gemma":[0.9986936,0.000209719,0.00005569328,0.0002134047,0.00008021342,0.00002390042,0.0001175419,0.00001391741,0.0005919841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0102495,"threshold_uncertainty_score":0.5276946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05939814410167644,"score_gpt":0.3588801012746063,"score_spread":0.2994819571729299,"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."}}