{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001820537,0.0003408868,0.0004492178,0.001379767,0.001691306,0.000598042,0.0004281027,0.0003897528,0.0009320523],"category_scores_gemma":[0.003886693,0.0004380151,0.0004570287,0.000775323,0.001144449,0.0008117217,0.001199912,0.0006197822,0.0002553653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000739364,"about_ca_system_score_gemma":0.0009125198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00602774,"about_ca_topic_score_gemma":0.01207215,"domain_scores_codex":[0.9986899,0.0008058277,0.0000849934,0.0001365164,0.0001619043,0.0001208003],"domain_scores_gemma":[0.9981583,0.0007465588,0.0004876123,0.0001645576,0.0002147397,0.0002282524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004558943,0.002892658,0.9773655,0.00006117642,0.00005004429,0.001792665,0.01185748,0.00009964292,0.0008486651,0.0001896147,0.0003498398,0.004036801],"study_design_scores_gemma":[0.0001189329,0.006945801,0.9616349,0.00003993069,0.00004284698,0.004075273,0.0245488,0.0004911142,0.0003314188,0.0002699797,0.00145705,0.00004400829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994635,0.00003175868,0.0001010451,0.00001811978,0.000001310245,0.0001232453,0.00006904559,0.000001110883,0.0001908254],"genre_scores_gemma":[0.9982908,0.0001059425,0.0006891572,0.0000845527,0.000008494124,0.0003455901,0.0002504961,0.000002070784,0.0002228734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00602774,"threshold_uncertainty_score":0.0119853,"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."}}