{"id":"W4386751842","doi":"10.23889/ijpds.v8i2.2356","title":"Maternal disability and newborn discharge to child protection in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Homicide, Infanticide, and Child Abuse","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Multiple Sclerosis Society of Canada; University of Toronto; Women's College Hospital; The Scarborough Hospital; Hospital for Sick Children; Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Breastfeeding; Cohort; Poisson regression; Population; Receipt; Mental health; Cohort study; Intervention (counseling); Environmental health; Pediatrics; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008615929,0.0002663504,0.00036791,0.001082194,0.003658869,0.001186227,0.001490266,0.000363574,0.004102167],"category_scores_gemma":[0.004218459,0.0003121227,0.0006384754,0.003056406,0.0006142913,0.0003714579,0.001555118,0.0007233256,0.0002039778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06516765,"about_ca_system_score_gemma":0.09738161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9984151,"about_ca_topic_score_gemma":0.999063,"domain_scores_codex":[0.9983266,0.0001205331,0.0001064573,0.0001510526,0.0005686575,0.0007266745],"domain_scores_gemma":[0.9958225,0.00021361,0.0009695279,0.00009487733,0.001526801,0.00137271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007037762,0.00003311452,0.9770836,0.0001149615,0.00004564063,0.0002109208,0.001491365,0.0001643009,0.00008037584,0.0004834638,0.008107238,0.01211453],"study_design_scores_gemma":[0.00001081283,0.00001623603,0.9953302,0.0001479219,0.00001597345,0.00006124827,0.001395902,0.0002021315,0.00003006114,0.00004488872,0.002735061,0.000009581964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9464685,0.005951781,0.0003175456,0.008077369,0.0001355234,0.000220386,0.02417294,0.00005088033,0.01460514],"genre_scores_gemma":[0.9846571,0.003861665,0.0004695251,0.0005943091,0.00003200767,0.00011271,0.004902035,0.00001315046,0.005357445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06516765,"threshold_uncertainty_score":0.4728266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04647607228237714,"score_gpt":0.3502907543523253,"score_spread":0.3038146820699482,"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."}}