{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002434746,0.0001577105,0.0002297473,0.000224943,0.0001384172,0.00003088802,0.0002012835,0.00007446443,0.0003571811],"category_scores_gemma":[0.0001641258,0.0001641968,0.00004706703,0.0005778079,0.00001464025,0.0001124058,0.0001742047,0.0005972197,0.000004021941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006691375,"about_ca_system_score_gemma":0.001200962,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1847417,"about_ca_topic_score_gemma":0.1937638,"domain_scores_codex":[0.9984477,0.00005591226,0.0003038461,0.0002716254,0.0005769751,0.0003439604],"domain_scores_gemma":[0.9993336,0.00005674839,0.00009849043,0.0002760473,0.00006808543,0.0001670913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007496816,0.00000887348,0.9464033,0.00004158178,0.00001095161,0.000317038,0.0002420498,0.0000150584,0.000003795191,0.000009225617,0.05210331,0.0007699022],"study_design_scores_gemma":[0.001275126,0.00005064797,0.9817063,0.00001114342,0.00004914211,0.00008011442,0.0002354465,0.00004945215,0.00002842782,0.00001517077,0.01624884,0.000250243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898198,0.0002518531,9.966019e-7,0.0005402355,0.0006036752,0.0005240399,0.0002158393,0.00004360224,0.007999969],"genre_scores_gemma":[0.9964161,0.00007251338,0.0001924045,0.001118458,0.0007048678,0.00009180046,0.000855697,0.00002883377,0.0005193476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03585447,"threshold_uncertainty_score":0.8209479,"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."}}