{"id":"W4290659509","doi":"10.1001/jamapediatrics.2022.2758","title":"School Readiness Among Children Born Preterm in Manitoba, Canada","year":2022,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"","keywords":"Medicine; Cohort; Pediatrics; Population; Logistic regression; Gestational age; Demography; Cohort study; Pregnancy; 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":[0.0006337538,0.0005208562,0.0005327668,0.001654211,0.003398841,0.001022094,0.001803103,0.0004290119,0.001637386],"category_scores_gemma":[0.001663946,0.0005016293,0.0005132694,0.004602117,0.0006816351,0.0003305521,0.001197466,0.0009584287,0.0002263077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02188666,"about_ca_system_score_gemma":0.0509604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9955048,"about_ca_topic_score_gemma":0.9972487,"domain_scores_codex":[0.9993256,0.00004549643,0.00003607745,0.0001082181,0.0001915908,0.0002930541],"domain_scores_gemma":[0.9985492,0.00006764205,0.0002668634,0.00004981433,0.0006604102,0.0004060451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003237265,0.00002942109,0.9938858,0.0000551797,0.00002972472,0.0001854908,0.000974177,0.00006176752,0.0001591882,0.00007632313,0.001318729,0.003191886],"study_design_scores_gemma":[0.000007574211,0.00002364591,0.9969231,0.00008128504,0.00002425826,0.00008328141,0.001907628,0.0001488719,0.00004494431,0.00002960193,0.0007171947,0.00000854499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882002,0.00128524,0.0001374724,0.0005813357,0.00002817885,0.0001177968,0.007345493,0.00002027255,0.002284068],"genre_scores_gemma":[0.9930028,0.00192319,0.0003582504,0.0002490668,0.00001122499,0.0001042048,0.002963406,0.00000838322,0.001379452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02188666,"threshold_uncertainty_score":0.1587996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007372336262081037,"score_gpt":0.201290122999039,"score_spread":0.1939177867369579,"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."}}