{"id":"W4405939496","doi":"10.1136/bmjpo-2023-002408","title":"Parental separation following preterm delivery in Canada: a population-based cohort study","year":2024,"lang":"en","type":"article","venue":"BMJ Paediatrics Open","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Winnipeg; University of Manitoba; Canadian Women's Health Network; Manitoba Health","funders":"","keywords":"Separation (statistics); Preterm delivery; Medicine; Cohort; Population; Pediatrics; Environmental health; Pregnancy; Computer science; Internal medicine; Biology; Genetics; Gestation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005464329,0.0001432434,0.0002795631,0.0001826545,0.00006179637,0.0001368151,0.0001581357,0.00005227653,0.00006520366],"category_scores_gemma":[0.00007239255,0.000134394,0.00006392825,0.0004485418,0.000002657371,0.0002242653,0.000088356,0.0001546942,0.000007141251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009195075,"about_ca_system_score_gemma":0.003001884,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5219125,"about_ca_topic_score_gemma":0.573624,"domain_scores_codex":[0.9985328,0.00006508303,0.0004070991,0.0003214024,0.0004690867,0.0002044728],"domain_scores_gemma":[0.9995012,0.0001267997,0.00005003335,0.0002017162,0.0000409159,0.00007927779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007164386,0.00001471308,0.99594,0.00005619882,0.00005357341,0.0006901333,0.0004246818,0.00006324528,0.00000373391,0.000004461283,0.001822764,0.0008547934],"study_design_scores_gemma":[0.001034299,0.00006770661,0.9918795,0.0001076661,0.0001384842,0.000006738416,0.0002566599,0.005736676,0.00001256089,0.00000930977,0.000533404,0.0002169739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923638,0.0001960175,0.000007282064,0.0001192319,0.0008679261,0.003774554,0.00004567196,0.000033097,0.002592476],"genre_scores_gemma":[0.9978263,0.000005777537,0.0003291339,0.000215773,0.0001343971,0.0003084341,0.001057306,0.00002070888,0.0001021832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05171149,"threshold_uncertainty_score":0.5480427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01941730921414558,"score_gpt":0.3229572199291444,"score_spread":0.3035399107149988,"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."}}