{"id":"W2992854535","doi":"10.1363/psrh.12124","title":"Early Childbirth Among Foster Youth: A Latent Class Analysis to Determine Subgroups at Increased Risk","year":2019,"lang":"en","type":"article","venue":"Perspectives on Sexual and Reproductive Health","topic":"Child Welfare and Adoption","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Foster care; Childbirth; Context (archaeology); Live birth; Latent class model; Demography; Psychology; Medicine; Intervention (counseling); Developmental psychology; Nursing; Pregnancy; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001161397,0.0002152888,0.0004352362,0.0003157918,0.000829863,0.00007745392,0.0001294525,0.00008271127,0.00007778464],"category_scores_gemma":[0.0001893148,0.0001790438,0.000101166,0.000880433,0.0002344513,0.0002141672,0.00009806453,0.000254056,0.00007011316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004679525,"about_ca_system_score_gemma":0.00007990625,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03069242,"about_ca_topic_score_gemma":0.007736548,"domain_scores_codex":[0.9970368,0.0005239826,0.0002644332,0.001260974,0.0004394411,0.0004743301],"domain_scores_gemma":[0.9986661,0.00008738229,0.0002254335,0.0004873034,0.0001602425,0.0003735327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000374141,0.0002658149,0.6309456,0.00001205143,0.000311298,0.00000193999,0.3618593,0.0000657734,0.00008110342,0.0009326205,0.00005253076,0.005097837],"study_design_scores_gemma":[0.0003830584,0.0008099565,0.9216976,0.00001224709,0.0001073299,8.011191e-7,0.07626255,0.00002330327,0.00002310948,0.00007638506,0.0003711693,0.0002325199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921134,0.000456955,0.0000268743,0.004221175,0.0001696839,0.0009435804,0.00009157434,0.00008783485,0.001888884],"genre_scores_gemma":[0.9971029,0.0002874516,0.00005719683,0.0004205021,0.0005821438,0.00001369463,0.00002156627,0.00001814728,0.001496423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.290752,"threshold_uncertainty_score":0.9757623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0228285846997042,"score_gpt":0.2891325034263693,"score_spread":0.266303918726665,"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."}}