{"id":"W2312858123","doi":"10.1017/s1035077200005538","title":"Before it's too late: Enhancing the early detection and prevention of long-term placement disruption","year":2003,"lang":"en","type":"article","venue":"Children Australia","topic":"Child Welfare and Adoption","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Foster care; Harm; Psychosocial; Predictability; Psychology; Developmental psychology; Medicine; Nursing; Social psychology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00397982,0.0006965708,0.0006641704,0.001846456,0.001570169,0.001237287,0.001428506,0.001146339,0.002297309],"category_scores_gemma":[0.01977008,0.0004212286,0.0003006851,0.0005211165,0.0006407443,0.001422133,0.001886639,0.001513568,0.0005968172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008453385,"about_ca_system_score_gemma":0.005777551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01173287,"about_ca_topic_score_gemma":0.02145871,"domain_scores_codex":[0.9981237,0.0008585285,0.0001019909,0.0001781521,0.0004422781,0.0002954157],"domain_scores_gemma":[0.9924101,0.002616377,0.002145574,0.0003101966,0.0008663191,0.001651477],"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":[0.0003750619,0.005729731,0.2410131,0.001059173,0.00005002414,0.0007001218,0.008882238,0.000998461,0.0028181,0.0008923719,0.007768352,0.7297132],"study_design_scores_gemma":[0.0002081968,0.009246598,0.9240953,0.002840434,0.000312844,0.002517449,0.02108701,0.005817777,0.009536128,0.003430077,0.02069351,0.0002147705],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489622,0.004068988,0.01448813,0.01321568,0.0003481768,0.001087487,0.0001364755,0.0008880023,0.01680492],"genre_scores_gemma":[0.9623777,0.003686107,0.02910548,0.0009214024,0.0001861473,0.000503285,0.0001307689,0.00002816301,0.003060895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01173287,"threshold_uncertainty_score":0.02332914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02317427788470787,"score_gpt":0.3137700129629392,"score_spread":0.2905957350782313,"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."}}