{"id":"W4200094667","doi":"10.1016/j.chiabu.2021.105437","title":"Reunification trajectories in Quebec: Acknowledging chronic family challenges to support stability","year":2021,"lang":"en","type":"article","venue":"Child Abuse & Neglect","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; McGill University; Centre Jeunesse de Quebec; University of Toronto; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"CHAID; Child protection; Family reunification; Poison control; Medicine; Suicide prevention; Injury prevention; Psychology; Psychiatry; Nursing; Environmental health; Decision tree; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002431166,0.0003063272,0.0004161904,0.0002047113,0.0001471586,0.00007158337,0.0003214985,0.0001891915,0.002054754],"category_scores_gemma":[0.00009999937,0.0003233158,0.0001393163,0.0007024704,0.00007121798,0.0002031068,0.00005208491,0.0004552151,0.0009791871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003664248,"about_ca_system_score_gemma":0.0002497127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007274976,"about_ca_topic_score_gemma":0.09647901,"domain_scores_codex":[0.9974677,0.0002596665,0.0004857077,0.0009504525,0.0002137155,0.0006227845],"domain_scores_gemma":[0.9983215,0.0001573756,0.00008137256,0.001137338,0.0001361383,0.0001662681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007631585,0.004245088,0.02387661,0.000490416,0.0005393248,0.0007202028,0.3340168,0.00008133329,0.01675157,0.0186972,0.0119258,0.5878925],"study_design_scores_gemma":[0.001811423,0.0003225288,0.9046184,0.0002652419,0.00003939328,0.00003290326,0.004700311,0.000004732829,0.007655612,0.0001956673,0.0797957,0.0005580488],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306071,0.009460527,0.00005386989,0.001941548,0.001068879,0.0004813972,0.00001571147,0.0001922599,0.0561787],"genre_scores_gemma":[0.9962819,0.001286094,0.00005741306,0.0004435588,0.0006736241,0.0001022614,0.00006389753,0.00005358006,0.001037699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8807418,"threshold_uncertainty_score":0.9999219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03964205829348689,"score_gpt":0.2957936983841798,"score_spread":0.2561516400906929,"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."}}