{"id":"W2953386419","doi":"","title":"Management of Children and Youth with Neurodevelopmental Disorders (NDDs) in Community Settings Prior to Referral to a Tertiary Psychopharmacology Clinic","year":2018,"lang":"en","type":"article","venue":"INSAR 2018 Annual Meeting","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital","funders":"","keywords":"Referral; Psychiatry; Medicine; Tertiary care; Psychopharmacology; Pediatrics; Family medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004851255,0.0001692749,0.0002752532,0.0002054177,0.0001236665,0.000009400763,0.0001322254,0.00005966981,0.00004114313],"category_scores_gemma":[0.00006180855,0.0001527226,0.0000275941,0.0003081264,0.0001201126,0.0001224626,0.0002491201,0.0003001908,0.00005620417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004020372,"about_ca_system_score_gemma":0.00002581913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005311132,"about_ca_topic_score_gemma":0.0003593217,"domain_scores_codex":[0.9987106,0.0001590901,0.0003507915,0.0002980517,0.0001963679,0.0002851261],"domain_scores_gemma":[0.9994021,0.00004747575,0.0001097398,0.0002373637,0.00007314591,0.0001301948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001725279,0.0009009371,0.938071,0.0001401417,0.0001898826,0.0000107204,0.03083534,0.000007004186,0.001658104,0.000004598176,0.0008913248,0.02556571],"study_design_scores_gemma":[0.002696025,0.000851867,0.9794369,0.0004327446,0.00007045553,0.00001837202,0.01589444,0.00000678058,0.0001252224,0.000003102057,0.0002851583,0.000178965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953573,0.00002213062,0.00003419723,0.001603374,0.00009879332,0.0008531248,0.00003256583,0.00003812843,0.00196038],"genre_scores_gemma":[0.9941897,0.00001478904,0.003642884,0.001904471,0.00003872666,0.00001886235,0.0000181895,0.00003216298,0.0001402127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0413659,"threshold_uncertainty_score":0.6227848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02242416062699632,"score_gpt":0.3334706917622127,"score_spread":0.3110465311352164,"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."}}