{"id":"W4294921897","doi":"10.1111/cch.13058","title":"Examination of school readiness and factors related to developmental vulnerability in children born very low birth weight","year":2022,"lang":"en","type":"article","venue":"Child Care Health and Development","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; Sinai Health System; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Vulnerability (computing); Developmental psychology; Low birth weight; Psychology; Birth weight; Pediatrics; Medicine; Pregnancy; Biology; Computer science; Computer security","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005388266,0.0002397071,0.0004487594,0.000423267,0.0004037673,0.00001346024,0.00008146002,0.00007594172,0.00009934372],"category_scores_gemma":[0.00007498049,0.0002264859,0.00002522441,0.0004244225,0.00004047764,0.00008325522,0.0002102705,0.000356856,0.000001512812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007373599,"about_ca_system_score_gemma":0.001314641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005864882,"about_ca_topic_score_gemma":0.00003378126,"domain_scores_codex":[0.9979584,0.0001281768,0.0006690623,0.0004705662,0.0004089089,0.0003649408],"domain_scores_gemma":[0.999143,0.00003695114,0.0001314809,0.0001445212,0.00009026925,0.0004537735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001117096,0.00003347074,0.9157676,0.0003703433,0.00003371274,0.000005672351,0.03495351,0.000002165717,0.00001255376,0.00001994659,0.0001025976,0.0485867],"study_design_scores_gemma":[0.001604183,0.0001989517,0.9868007,0.0002290424,0.000004752453,0.0000911974,0.004751666,0.00000432274,0.000783851,0.000005737353,0.005249902,0.0002757463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958832,0.001355707,0.000004692364,0.0002918006,0.0001527354,0.001186721,0.00006584833,0.00004221003,0.001017133],"genre_scores_gemma":[0.9954646,0.0001361318,0.001979356,0.0008838163,0.000013499,0.0001041688,0.001345482,0.00002145718,0.00005147702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07103303,"threshold_uncertainty_score":0.9235828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009945774200190537,"score_gpt":0.2512100234526518,"score_spread":0.2412642492524612,"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."}}