{"id":"W4230494357","doi":"10.1176/ps.62.5.pss6205_0455","title":"This Month's Highlights","year":2011,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007715185,0.0001575,0.0002200824,0.000173741,0.00009066345,0.00001399582,0.0001393206,0.0000993405,0.005897901],"category_scores_gemma":[0.000004821558,0.000128928,0.000119571,0.0004036876,0.00001910482,0.0001854464,0.00003303557,0.0001379547,0.002050701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001713431,"about_ca_system_score_gemma":0.00003179501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005357948,"about_ca_topic_score_gemma":0.0000804427,"domain_scores_codex":[0.9989748,0.00002533802,0.000217211,0.0002937723,0.0002582088,0.0002306457],"domain_scores_gemma":[0.9992486,0.00001926865,0.0001053617,0.000409256,0.00009131812,0.0001262597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006476167,0.0029853,0.9684556,0.0009211914,0.0004220352,0.00007923358,0.005490326,0.000001121982,0.0005992261,0.006509748,0.008959603,0.004928962],"study_design_scores_gemma":[0.003729068,0.0005377055,0.8686252,0.00004070007,0.0007238027,0.0001815532,0.002391645,0.0004702275,0.0002994312,0.001165946,0.1212068,0.0006279484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7917765,0.001431035,0.00005079636,0.001710851,0.0005874238,0.000245778,0.000003010615,0.0002144754,0.2039801],"genre_scores_gemma":[0.9901116,0.0001485584,0.003646998,0.001341025,0.0002264403,0.00001896686,0.0000142869,0.00003105028,0.004461072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.199519,"threshold_uncertainty_score":0.9987263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03182053990672069,"score_gpt":0.282385097826326,"score_spread":0.2505645579196054,"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."}}