{"id":"W2891317412","doi":"10.23889/ijpds.v3i4.678","title":"The Cycle of Child Protection Services Involvement: A Cohort Study of Adolescent Mothers","year":2018,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"","keywords":"Odds; Medicine; Odds ratio; Logistic regression; Cohort; Demography; Pediatrics; Child care; Population; Cohort study; Child protection; Family medicine; Nursing; Environmental health","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":[0.0009034214,0.0002711642,0.0003110449,0.0006625105,0.001291596,0.001107723,0.000673564,0.000455384,0.001273897],"category_scores_gemma":[0.002401707,0.0006017141,0.0006506264,0.001102627,0.0002729245,0.0006459949,0.0007635342,0.000972739,0.0002558993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047858,"about_ca_system_score_gemma":0.00130552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1520049,"about_ca_topic_score_gemma":0.1624711,"domain_scores_codex":[0.999495,0.0001148557,0.00004149004,0.0001011469,0.00009528991,0.0001521381],"domain_scores_gemma":[0.9989625,0.0001283102,0.0004086639,0.0001135186,0.0001577613,0.0002291433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002424784,0.0000319101,0.9988961,0.000004324526,0.0000215059,0.00004888551,0.0004141511,0.000003899023,0.00003407208,0.00001203155,0.00008739888,0.0004214854],"study_design_scores_gemma":[0.000005651875,0.00005566913,0.9980845,0.00002140617,0.00001950164,0.000111391,0.001362196,0.00004461071,0.00001666078,0.0000111355,0.0002644245,0.000002954334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998848,0.0002153482,0.0000367716,0.00005390317,0.000007290556,0.00002958383,0.0005545031,0.000001257956,0.0002534022],"genre_scores_gemma":[0.9985844,0.0003874266,0.0001009692,0.00005893395,0.000007177063,0.00005853039,0.0004727717,0.000002210152,0.0003275959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1520049,"threshold_uncertainty_score":0.3022403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05363615335737208,"score_gpt":0.382424578498874,"score_spread":0.3287884251415019,"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."}}