{"id":"W2961636900","doi":"10.1136/bmjopen-2019-030339","title":"Adverse childhood experiences (ACEs) and cardiovascular development from childhood to early adulthood: study protocol of the Niagara Longitudinal Heart Study","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Concordia University; Brock University","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Psychosocial; Anthropometry; Adverse Childhood Experiences; Early childhood; Child abuse; Longitudinal study; Physical abuse; Gerontology; Injury prevention; Poison control; Psychiatry; Environmental health; Mental health; Developmental psychology; Internal medicine; Psychology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01718581,0.003108252,0.003448976,0.002561122,0.005978324,0.002296597,0.003209871,0.003314818,0.01902043],"category_scores_gemma":[0.01117733,0.003123674,0.002119253,0.003643222,0.001596206,0.002016565,0.002532008,0.003432079,0.006881861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005475269,"about_ca_system_score_gemma":0.02001003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03094482,"about_ca_topic_score_gemma":0.06693929,"domain_scores_codex":[0.9893286,0.005455627,0.001820887,0.001597695,0.0008317521,0.0009654476],"domain_scores_gemma":[0.9900512,0.001088851,0.00156937,0.001934105,0.003954373,0.001402094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1420092,0.03871989,0.3501358,0.02199876,0.002953944,0.002246052,0.01403468,0.006055182,0.00758365,0.01341891,0.2656967,0.1351472],"study_design_scores_gemma":[0.05452228,0.01682307,0.6369406,0.00811947,0.001489302,0.000818502,0.007331927,0.004268257,0.002837382,0.007708348,0.2585176,0.0006231986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0252608,0.001118352,0.005421784,0.0007843252,0.0003723041,0.927358,0.03403543,0.0001833416,0.00546567],"genre_scores_gemma":[0.009760126,0.0003542259,0.005120483,0.0003186126,0.00005850853,0.9785917,0.00484316,0.00001168195,0.0009414919],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03094482,"threshold_uncertainty_score":0.09088838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04287212167247081,"score_gpt":0.3651392071428904,"score_spread":0.3222670854704196,"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."}}