{"id":"W2976263864","doi":"10.1016/j.chiabu.2019.104188","title":"Development of an individualized risk calculator for poor functioning in young people victimized during childhood: A longitudinal cohort study","year":2019,"lang":"en","type":"article","venue":"Child Abuse & Neglect","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Child Health and Human Development; Medical Research Council; Medical Research Council Canada; Jacobs Foundation; Eunice Kennedy Shriver National Institute of Child Health and Human Development; MQ: Transforming Mental Health; Economic and Social Research Council; South London and Maudsley NHS Foundation Trust; King’s College London","keywords":"Calculator; Cohort; Poison control; Longitudinal study; Injury prevention; Suicide prevention; Human factors and ergonomics; Cohort study; Medicine; Occupational safety and health; Psychology; Child development; Pediatrics; Clinical psychology; Developmental psychology; Psychiatry; Medical emergency; Computer science; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01319074,0.0007113669,0.0006470189,0.001635107,0.0007406425,0.001124555,0.001020417,0.0006270195,0.00116098],"category_scores_gemma":[0.01898032,0.0004212752,0.001388487,0.001184174,0.0002617847,0.0005985356,0.001117469,0.00120801,0.0003220439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008474713,"about_ca_system_score_gemma":0.001529263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01710645,"about_ca_topic_score_gemma":0.01697972,"domain_scores_codex":[0.9979028,0.001124374,0.0002245024,0.0003311674,0.0003186674,0.00009853158],"domain_scores_gemma":[0.9929518,0.002212007,0.001675695,0.001314161,0.001534318,0.0003119407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001961598,0.0001943385,0.9844816,0.00003031882,0.0002993085,0.00004631471,0.0003115396,0.001333547,0.0001636384,0.0001898608,0.0009065114,0.01184683],"study_design_scores_gemma":[0.0001008044,0.0008539718,0.9665688,0.00008948288,0.0003840246,0.000223228,0.0005434036,0.0284515,0.0005214493,0.0005065766,0.001696204,0.00006060047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687911,0.0001737421,0.02483673,0.0001951934,0.00003766477,0.000992206,0.003951952,0.0002129214,0.000808387],"genre_scores_gemma":[0.949955,0.0001932156,0.04225101,0.00006795685,0.0000205028,0.001770017,0.005080062,0.00004631812,0.0006158302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01710645,"threshold_uncertainty_score":0.06976014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01086128529037646,"score_gpt":0.266826173916655,"score_spread":0.2559648886262786,"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."}}