{"id":"W2122571054","doi":"10.5539/gjhs.v6n2p47","title":"Predict Attention Deficit Hyperactivity Disorder? Evidence -Based Medicine","year":2013,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hamad Medical Corporation; Qatar Foundation","keywords":"Medicine; Attention deficit hyperactivity disorder; Vitamin D and neurology; vitamin D deficiency; Incidence (geometry); Obesity; Overweight; Pediatrics; Attention deficit; Univariate analysis; Psychiatry; Multivariate analysis; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002845471,0.000210107,0.0006286455,0.0002977543,0.0003982358,0.00006651039,0.0003967799,0.00006597919,0.0003088005],"category_scores_gemma":[0.001856726,0.0001540092,0.0001561217,0.001510305,0.0007363004,0.002056377,0.00006286202,0.0004132714,0.000107465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007109226,"about_ca_system_score_gemma":0.002239723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007263564,"about_ca_topic_score_gemma":0.00001400611,"domain_scores_codex":[0.995862,0.0001475436,0.001013705,0.0003659482,0.001999127,0.0006116885],"domain_scores_gemma":[0.996244,0.0001732308,0.001109495,0.0003853044,0.001487868,0.0006001166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008137977,0.0003317166,0.9432329,0.0001217383,0.0000133652,0.00001881884,0.00000929872,0.0001723118,0.004622364,0.00007808817,0.0004700609,0.05084797],"study_design_scores_gemma":[0.001466875,0.001255805,0.9907174,0.001230255,0.00004886963,0.001504737,0.0006392314,0.002736781,0.000008144377,0.00007364369,0.0002013807,0.0001169195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9443125,0.002702852,0.01343949,0.03805312,0.0006288583,0.0005299829,0.00000283569,0.00003626118,0.0002940724],"genre_scores_gemma":[0.9959915,0.000288176,0.002191849,0.001335653,0.0001393091,0.000007126912,0.000001577932,0.000009878997,0.00003489665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05167901,"threshold_uncertainty_score":0.6280312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06253190426836881,"score_gpt":0.3842802921863195,"score_spread":0.3217483879179507,"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."}}