{"id":"W4242703658","doi":"10.1176/appi.pn.2015.12a3","title":"Med Check","year":2015,"lang":"da","type":"article","venue":"Psychiatric News","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dosing; Extended release; Food and drug administration; Psychiatry; Pharmacology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005096213,0.0004428522,0.000688225,0.0003639833,0.0001169612,0.00007301702,0.0002864558,0.0003245379,0.00194609],"category_scores_gemma":[0.0006398422,0.000422365,0.0003293973,0.001279476,0.00008970383,0.0002501118,0.0001075263,0.000681409,0.01505294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002238121,"about_ca_system_score_gemma":0.000855562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006911111,"about_ca_topic_score_gemma":0.0001435743,"domain_scores_codex":[0.996708,0.0001986511,0.0007053143,0.0007083758,0.0009658087,0.0007138395],"domain_scores_gemma":[0.9973931,0.00009823507,0.0003425799,0.001016445,0.0002962468,0.0008533821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005815816,0.002493354,0.2540761,0.0002554462,0.0003956475,0.00007949782,0.001404614,0.00003688069,0.0001587826,0.001819324,0.7186667,0.020032],"study_design_scores_gemma":[0.01456544,0.0009986111,0.03135047,0.0001016897,0.001610796,0.0002286035,0.01836185,0.0008287809,0.00001790164,0.001865905,0.9290037,0.001066214],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6483451,0.04534661,0.003207681,0.05475002,0.01793162,0.001920902,0.00005040381,0.0004311203,0.2280166],"genre_scores_gemma":[0.9497323,0.0008524508,0.002260931,0.002592657,0.003929681,0.00003913628,0.00006781053,0.0001284849,0.04039652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3013873,"threshold_uncertainty_score":0.9998228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08581007704523064,"score_gpt":0.3522945634705646,"score_spread":0.266484486425334,"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."}}