{"id":"W4313578609","doi":"10.3390/ijerph20010622","title":"Childhood Prevalence of Involvement with the Child Protection System in Quebec: A Longitudinal Study","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Toronto; McGill University; Centre Jeunesse de Quebec; Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Neglect; Child protection; Incidence (geometry); Population; Child neglect; Injury prevention; Cohort; Medicine; Longitudinal study; Poison control; Demography; Suicide prevention; Cohort study; Occupational safety and health; Child abuse; Pediatrics; Psychology; Psychiatry; Medical emergency; Environmental health","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":[0.0009636676,0.0003291163,0.0003023882,0.00152131,0.002242269,0.001422181,0.001135667,0.0005704878,0.002360579],"category_scores_gemma":[0.002045076,0.0003348719,0.0005543174,0.002890015,0.0005976389,0.0008413258,0.0007780594,0.0009287834,0.0003159684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02030887,"about_ca_system_score_gemma":0.009037768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991598,"about_ca_topic_score_gemma":0.9939803,"domain_scores_codex":[0.9993056,0.0001191354,0.00004588568,0.0001305517,0.0001713481,0.0002275249],"domain_scores_gemma":[0.9974031,0.0002065884,0.0006349768,0.0001526573,0.001146751,0.0004559052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001442506,0.00001856327,0.9971067,0.000009932537,0.00003768814,0.00003899902,0.0005837582,0.00006129991,0.00008742821,0.00004096052,0.0004713705,0.001528817],"study_design_scores_gemma":[0.000001563181,0.00001185437,0.9984699,0.00001698372,0.00001050034,0.00003444011,0.0007205809,0.0002158164,0.00002152434,0.000006944461,0.0004841275,0.000005786025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895402,0.0007001619,0.0003869538,0.0003494773,0.00001045375,0.00006794972,0.006637125,0.00002669841,0.002281007],"genre_scores_gemma":[0.995974,0.0004163797,0.0003552121,0.0001219009,0.000004508566,0.00004752366,0.002160853,0.000007706156,0.0009117827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02030887,"threshold_uncertainty_score":0.1473519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07256091651578389,"score_gpt":0.3622994255677997,"score_spread":0.2897385090520158,"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."}}