{"id":"W2762432886","doi":"10.1136/jech-2017-209542","title":"Maternal health and social outcomes after having a child taken into care: population-based longitudinal cohort study using linkable administrative data","year":2017,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Child Welfare and Adoption","field":"Social Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada; University of Manitoba","keywords":"Medicine; Cohort; Cohort study; Population; Longitudinal data; Longitudinal study; Gerontology; Family medicine; Pediatrics; Environmental health; Demography","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":[0.001460267,0.0003635937,0.0003770562,0.001097188,0.0007961236,0.0007684485,0.0008016492,0.0005068354,0.00111959],"category_scores_gemma":[0.002763096,0.0005804858,0.0007501799,0.002449558,0.0003057355,0.0005519415,0.000916694,0.001080397,0.0002261662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198787,"about_ca_system_score_gemma":0.001302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1540036,"about_ca_topic_score_gemma":0.1633563,"domain_scores_codex":[0.999223,0.0002325353,0.00006955372,0.0001607633,0.0001421797,0.0001719],"domain_scores_gemma":[0.9979342,0.000224432,0.001068202,0.0002312949,0.0002490911,0.0002928138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003413304,0.00002909631,0.9992635,0.000006741545,0.00009110082,0.00004236877,0.00009358811,0.00002797463,0.00006174327,0.00001230287,0.0001353895,0.0002019609],"study_design_scores_gemma":[0.000007434972,0.00003985322,0.9992403,0.00001293382,0.00004043514,0.00005175305,0.0002695852,0.0001680079,0.00002157682,0.000007875147,0.0001368788,0.000003377237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963098,0.0001445128,0.0001357905,0.00008603597,0.0000101718,0.00002930494,0.003058631,0.000004992548,0.0002206389],"genre_scores_gemma":[0.9964379,0.0002368591,0.0002806447,0.00007308178,0.00001274088,0.00007359501,0.00266215,0.000002723341,0.0002203312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1540036,"threshold_uncertainty_score":0.3062145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.275581823496725,"score_gpt":0.5142817442422826,"score_spread":0.2386999207455576,"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."}}