{"id":"W4403311967","doi":"10.1016/j.ssmph.2024.101717","title":"Origins and developmental paths of medical conditions from mid-childhood to mid-adolescence in Australia: Early-life adverse conditions and their lasting effects","year":2024,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Australian Research Council; Department of Families, Housing, Community Services and Indigenous Affairs","keywords":"Adverse Childhood Experiences; Developmental psychology; Early childhood; Psychology; Psychiatry; Mental health","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":[0.0007596958,0.0002235445,0.0004487211,0.0003047554,0.0005633277,0.00001566878,0.0001007341,0.0002261341,0.0002015145],"category_scores_gemma":[0.0004190629,0.0001990325,0.0000401166,0.0004040699,0.00007416905,0.0001961673,0.00009981773,0.0007997712,0.00006296158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004827124,"about_ca_system_score_gemma":0.001174764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01192688,"about_ca_topic_score_gemma":0.004937822,"domain_scores_codex":[0.9971827,0.0004927733,0.0009441478,0.0004702398,0.0003634803,0.0005466558],"domain_scores_gemma":[0.9979702,0.0008802733,0.0001840578,0.0001455872,0.00004118267,0.0007786817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002410141,0.0001861412,0.9517004,0.002038546,0.00002706846,0.00001083896,0.03365692,0.00001345523,0.000204465,0.008442382,0.001784802,0.001910909],"study_design_scores_gemma":[0.001012245,0.00007676501,0.986108,0.0069141,0.000008867913,0.000004815741,0.003965301,0.000191891,0.00001833782,0.001176727,0.0003543303,0.0001685867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923362,0.0003554751,0.0001742884,0.004408478,0.0007047308,0.001343313,0.0005461888,0.0001099435,0.00002137719],"genre_scores_gemma":[0.9959755,0.000178932,0.0003623699,0.002670885,0.0003067408,0.0000259752,0.000424839,0.00002728217,0.00002745205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03440766,"threshold_uncertainty_score":0.9946528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04400381379726339,"score_gpt":0.4035582282479855,"score_spread":0.3595544144507221,"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."}}