{"id":"W4403681163","doi":"10.1001/jamanetworkopen.2024.40604","title":"Maternal Downward Neighborhood Income Mobility and Newborn Discharge to Child Protective Services","year":2024,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Homicide, Infanticide, and Child Abuse","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; Institute for Clinical Evaluative Sciences; St. Michael's Hospital","funders":"Hospital for Sick Children; University of Toronto","keywords":"Cohort; Low income; Demography; Demographic economics; Psychology; Medicine; Environmental health; Socioeconomics; Business; Economics; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001620434,0.0002156774,0.0003204068,0.00005397495,0.0008055742,0.002131867,0.0009111679,0.0001550952,0.0003915638],"category_scores_gemma":[0.00004417899,0.0001782504,0.00007011303,0.0005390588,0.0001235653,0.00101478,0.0006334576,0.000355874,0.0002166671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009814776,"about_ca_system_score_gemma":0.0001138113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0126117,"about_ca_topic_score_gemma":0.01408262,"domain_scores_codex":[0.9978768,0.0003017858,0.0003129366,0.0005845732,0.0003277245,0.0005961671],"domain_scores_gemma":[0.9991016,0.0001093703,0.00007050727,0.0003223746,0.00006369659,0.0003324637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004318365,0.000127068,0.7671975,0.0002510141,0.0002366412,0.00005611434,0.05876655,0.0002096973,0.00002686363,0.09818215,0.002239477,0.07227511],"study_design_scores_gemma":[0.000460408,0.0001078289,0.8094033,0.001162739,0.00004874248,0.000007435594,0.002484575,0.0006735974,0.00004875399,0.01589212,0.1692631,0.0004473398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.908209,0.0008305454,0.0002964695,0.00841718,0.0007133853,0.002533199,0.000055555,0.0002035077,0.07874112],"genre_scores_gemma":[0.995389,0.0001583744,0.0004772139,0.001346337,0.001921829,0.0001498987,0.000007166477,0.00002844449,0.0005217134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1670237,"threshold_uncertainty_score":0.998904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008612590260652387,"score_gpt":0.28871124318218,"score_spread":0.2800986529215276,"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."}}