{"id":"W4387504026","doi":"10.1016/j.jaac.2023.09.110","title":"2.23 Subsyndromal ADHD and ADHD Rates: Exploring a Representative Australian Population","year":2023,"lang":"en","type":"article","venue":"Journal of the American Academy of Child & Adolescent Psychiatry","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Psychology; Attention deficit hyperactivity disorder; Anxiety; Depression (economics); Population; Mental health; Clinical psychology; Psychiatry; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001466011,0.0002590935,0.0003665558,0.001560939,0.001323977,0.0008566056,0.0007758862,0.0007232378,0.00188087],"category_scores_gemma":[0.004846978,0.0003651266,0.0005351153,0.001517568,0.0003468085,0.0007830365,0.001200942,0.0006406518,0.0004486018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000745302,"about_ca_system_score_gemma":0.0008801541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1313,"about_ca_topic_score_gemma":0.1523508,"domain_scores_codex":[0.9988766,0.0003803945,0.0001302086,0.0001715063,0.0002895794,0.0001517005],"domain_scores_gemma":[0.99907,0.0001428116,0.0002156983,0.00008248101,0.000314342,0.0001747496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003890928,0.00007753584,0.990283,0.00004505333,0.00005304941,0.0002437958,0.003324776,0.00003774452,0.0004097312,0.0001345828,0.0004686043,0.004883109],"study_design_scores_gemma":[0.000002565944,0.00006123374,0.9973696,0.0000115574,0.00002251609,0.0002602582,0.001594948,0.0001151512,0.00003675561,0.00003568519,0.000486057,0.000003602358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963145,0.0001613734,0.0003288071,0.0001589951,0.000008431319,0.00009342063,0.0004703388,0.000005043269,0.002459113],"genre_scores_gemma":[0.9970986,0.0001924617,0.0005846677,0.0002122353,0.0000108055,0.0002081257,0.0004609582,0.000005475042,0.001226627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1313,"threshold_uncertainty_score":0.2610716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08256631940994218,"score_gpt":0.3788424075153793,"score_spread":0.2962760881054372,"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."}}