{"id":"W4285393204","doi":"10.3390/brainsci12070919","title":"Developmental Risk, Adversity Experiences and ADHD Clinical Profiles: A Naturalistic Exploratory Study","year":2022,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Context (archaeology); Attention deficit hyperactivity disorder; Psychology; Clinical psychology; Comorbidity; Exploratory research; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0020886,0.0001101925,0.0002181025,0.0001196961,0.001138739,0.00004189017,0.0001926198,0.00002468939,0.0007687428],"category_scores_gemma":[0.001157855,0.00009158535,0.00005018486,0.000529269,0.0006461199,0.0002784443,0.0003499234,0.0003125196,0.0000173326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005127841,"about_ca_system_score_gemma":0.0003140623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005287029,"about_ca_topic_score_gemma":0.00003038069,"domain_scores_codex":[0.99784,0.000464059,0.0002604107,0.0005113847,0.0007202594,0.0002038552],"domain_scores_gemma":[0.9991907,0.0004313388,0.0001307115,0.00009716377,0.00003899005,0.0001110442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007156309,0.000744262,0.9489341,0.000007589568,0.00002838198,0.0000517886,0.04528851,0.000005872962,0.00008199305,0.00001976123,0.001787833,0.002978373],"study_design_scores_gemma":[0.0007942509,0.0006981497,0.2742932,0.00000493163,0.00002151823,0.000057135,0.7223809,0.0001732007,0.000006209005,0.00001829125,0.00143619,0.0001160394],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975604,0.0001455404,0.0000175,0.0008935467,0.0002803741,0.000556276,0.000007058318,0.00005631152,0.000482985],"genre_scores_gemma":[0.9982657,0.000006850241,0.0005814247,0.0005749355,0.00004789943,0.0001303115,0.000002566977,0.000005298901,0.0003850017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6770924,"threshold_uncertainty_score":0.8758376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.140189878732151,"score_gpt":0.4069688556428478,"score_spread":0.2667789769106969,"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."}}