{"id":"W7109105021","doi":"10.14288/1.0450943","title":"Bringing healthy birth back to Quw'utsun : examining determinants of an elevated rate of preterm birth in Quw'utsun (Cowichan Valley) territory, British Columbia, Canada","year":2025,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Pregnancy; Premature birth; Cohort study; Cohort; Social determinants of health; Birth rate; Intervention (counseling); Infant mortality","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001484575,0.0003336402,0.000488146,0.0009996897,0.008437916,0.002106543,0.002080574,0.0008698592,0.001973493],"category_scores_gemma":[0.004214931,0.000404781,0.0004819811,0.002657487,0.001532382,0.0007570625,0.002144794,0.002106745,0.0001942537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02924221,"about_ca_system_score_gemma":0.0707912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9949452,"about_ca_topic_score_gemma":0.9977361,"domain_scores_codex":[0.9986319,0.0002621046,0.00006629495,0.0001586144,0.0002963211,0.0005847534],"domain_scores_gemma":[0.9960179,0.0004231549,0.0004836219,0.00009854206,0.001404389,0.001572482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000622614,0.0002125153,0.9205326,0.0003459136,0.00008092463,0.0005170031,0.04808333,0.000129273,0.0003871545,0.00075604,0.007011255,0.02188158],"study_design_scores_gemma":[0.000006010918,0.00005569435,0.9195207,0.0004213268,0.00004657153,0.0000813138,0.0757515,0.0002413813,0.0000853732,0.0001173585,0.003641673,0.00003112177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884715,0.001725335,0.0001574893,0.004490532,0.00006347494,0.0001360655,0.0009497631,0.000005883187,0.003999932],"genre_scores_gemma":[0.9950609,0.001423284,0.0005020139,0.0007870418,0.00001311892,0.0001256808,0.0004482396,0.000007363582,0.001632383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02924221,"threshold_uncertainty_score":0.2121681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0101364027047303,"score_gpt":0.2040704916612376,"score_spread":0.1939340889565073,"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."}}