{"id":"W4388479543","doi":"10.21203/rs.3.rs-3492966/v1","title":"Grade 7 School Performance of Children Born Preterm: A Retrospective Canadian Cohort Study","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Odds ratio; Logistic regression; Retrospective cohort study; Pediatrics; Confidence interval; Gestational age; Cohort study; Gestation; Cohort; Population; Sibling; Pregnancy; Internal medicine; Psychology","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":[0.001400747,0.0005911692,0.0009081037,0.001999602,0.00311912,0.001480151,0.001681249,0.0006645382,0.001768263],"category_scores_gemma":[0.002881436,0.0007418289,0.0008408926,0.005513208,0.0006230188,0.0005603149,0.0008793075,0.0009403591,0.0003548311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01200939,"about_ca_system_score_gemma":0.01764137,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9740181,"about_ca_topic_score_gemma":0.9776349,"domain_scores_codex":[0.9986175,0.00008816297,0.0001033722,0.0003454461,0.0004863158,0.0003592622],"domain_scores_gemma":[0.996928,0.0001657619,0.0007073914,0.000229302,0.001490375,0.0004791699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008459151,0.00003098408,0.9955072,0.00008261122,0.0001267349,0.0001192281,0.0005366456,0.00003265722,0.00015997,0.00007215305,0.0013169,0.001930178],"study_design_scores_gemma":[0.00001027391,0.00003802055,0.9980772,0.00005392752,0.0000737196,0.0001202816,0.0005395257,0.0000902176,0.00003679007,0.00001570407,0.0009311324,0.00001322191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856015,0.0013664,0.0001878646,0.0002446086,0.00002806061,0.0001455472,0.01082645,0.00001311241,0.001586405],"genre_scores_gemma":[0.992351,0.001446512,0.0003691145,0.0001841144,0.00001347035,0.00008612587,0.004830908,0.000009638445,0.0007090875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0259819,"threshold_uncertainty_score":0.0871346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04583089146552039,"score_gpt":0.3646125704473726,"score_spread":0.3187816789818522,"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."}}