{"id":"W4313340256","doi":"10.1038/s41390-022-02412-1","title":"Etiological subgroups of term small-for-gestational-age and childhood health outcomes","year":2022,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Birth, Development, and Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute","funders":"","keywords":"Small for gestational age; Etiology; Medicine; Pediatrics; Intrauterine growth restriction; Gestational age; Obstetrics; Pregnancy; Fetus; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003165579,0.00009095264,0.0003414242,0.000396125,0.0004575585,0.00001059799,0.0001255897,0.00005089474,0.0001514495],"category_scores_gemma":[0.0004240384,0.00007376681,0.00005396924,0.0004606422,0.00008613079,0.00002082762,0.0001771876,0.0005598397,0.000004756627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000145779,"about_ca_system_score_gemma":0.001159634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001162347,"about_ca_topic_score_gemma":0.00001973111,"domain_scores_codex":[0.9978622,0.0002777543,0.0003821676,0.000302582,0.0006888739,0.000486383],"domain_scores_gemma":[0.998661,0.0006668226,0.00009344814,0.0001737684,0.0001503476,0.0002545796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001187399,0.0003663549,0.9685321,0.0005234248,0.00001890043,0.0000179127,0.001262527,8.489781e-7,0.00001632302,0.02265218,0.003644543,0.002846143],"study_design_scores_gemma":[0.001420958,0.001047938,0.9881322,0.000004096197,0.000008788448,0.00001932818,0.0003656674,0.000009784182,0.000003052552,0.008323552,0.0006011113,0.00006348943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871257,0.001463569,0.00005673313,0.009179073,0.00007980356,0.00107414,0.00006952414,0.00002569112,0.0009257504],"genre_scores_gemma":[0.9689519,0.02694799,0.002612863,0.0006766509,0.0002173449,0.0002133289,0.0001457907,0.00001581254,0.0002182736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02548442,"threshold_uncertainty_score":0.3519216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1322759427978288,"score_gpt":0.4206600281886069,"score_spread":0.2883840853907781,"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."}}