{"id":"W4294243087","doi":"10.23889/ijpds.v7i3.1945","title":"Risk of children being taken into care amongst Metis parents experiencing incarceration: A linked administrative data study.","year":2022,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"","keywords":"Metis; Medicine; Demography; Hazard ratio; Cohort; Socioeconomic status; Mental health; Confounding; Foster care; Pediatrics; Psychiatry; Population; Environmental health; Confidence interval","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":[0.0005497545,0.000305841,0.0002479233,0.0008702286,0.001378407,0.0007932709,0.000876286,0.000337404,0.0009780294],"category_scores_gemma":[0.001696558,0.0003835228,0.0004731691,0.002557963,0.0003068188,0.0002634414,0.0008573858,0.0008698517,0.0001267918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00507396,"about_ca_system_score_gemma":0.006150835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.906024,"about_ca_topic_score_gemma":0.9360588,"domain_scores_codex":[0.9994679,0.00007454563,0.00004481951,0.00009259491,0.0001641765,0.0001559689],"domain_scores_gemma":[0.9984718,0.00008368056,0.0007807347,0.00008910758,0.0003129096,0.0002618325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000170603,0.00001548176,0.9990434,0.000008088819,0.00002563148,0.00002480832,0.0001527179,0.00001084496,0.00002705443,0.00001503877,0.0002330623,0.0004267188],"study_design_scores_gemma":[0.000004567326,0.00001323767,0.998937,0.00001754275,0.00001660394,0.00004168566,0.0006125833,0.0001004887,0.00001669533,0.000006359879,0.0002309938,0.000002339687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932875,0.0003195781,0.00007921564,0.0001657372,0.000006825478,0.00004747586,0.005508068,0.000005751872,0.000579829],"genre_scores_gemma":[0.9957603,0.0003628412,0.0002328786,0.00009117692,0.000007055553,0.00005711171,0.003106406,0.000002850005,0.0003794928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09397602,"threshold_uncertainty_score":0.1890589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09958688515929719,"score_gpt":0.4589747202320553,"score_spread":0.3593878350727581,"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."}}