{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007156234,0.0002355927,0.0002605109,0.001266704,0.0005201718,0.000540009,0.0004157882,0.0002845888,0.0009898306],"category_scores_gemma":[0.002342999,0.0001754951,0.0004065293,0.0009990494,0.0004154413,0.0002909506,0.000625055,0.0005685756,0.0001274122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037091,"about_ca_system_score_gemma":0.001422906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1187555,"about_ca_topic_score_gemma":0.1529319,"domain_scores_codex":[0.9995868,0.00005124598,0.00004367383,0.0000509342,0.0001317664,0.0001355187],"domain_scores_gemma":[0.9989619,0.00009736326,0.0004902355,0.00003254037,0.0001847829,0.0002330883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001788116,0.0000131328,0.9990302,0.000006736244,0.000008611598,0.0000293132,0.0001462255,0.00001190365,0.0000854079,0.000005746477,0.00002604575,0.0006187111],"study_design_scores_gemma":[3.502965e-7,0.00002739419,0.9996768,0.00000318901,0.000002537707,0.00003528989,0.0001926822,0.00001173849,0.0000171751,0.000002451078,0.0000296948,7.629671e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994479,0.00007282684,0.00002008658,0.00002009779,0.000001109798,0.000008638513,0.0001901824,0.000001605296,0.0002375696],"genre_scores_gemma":[0.9994373,0.00007061561,0.00006766141,0.000007635968,8.592554e-7,0.00001046875,0.0002917986,7.497133e-7,0.0001130022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1187555,"threshold_uncertainty_score":0.2361284,"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."}}