{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007816342,0.0004857252,0.0005697373,0.001688443,0.0007392351,0.001099186,0.0008708971,0.001136208,0.002860649],"category_scores_gemma":[0.005381011,0.0003281613,0.001237286,0.001620945,0.0007132765,0.00080248,0.001662445,0.001272769,0.0002485652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006698115,"about_ca_system_score_gemma":0.00154939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01289236,"about_ca_topic_score_gemma":0.01203401,"domain_scores_codex":[0.9989434,0.0001892959,0.00009670111,0.0002071515,0.0001324522,0.0004310217],"domain_scores_gemma":[0.9976454,0.0003996071,0.001112486,0.0002368441,0.0001499944,0.0004556261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000127798,0.00003484454,0.9971802,0.000009449122,0.00005520301,0.0001662093,0.0001862597,0.00004351266,0.0002783959,0.0003414142,0.0001052779,0.001471438],"study_design_scores_gemma":[0.000004947301,0.0000501946,0.9977099,0.0000184644,0.00003945587,0.0004480803,0.0008423444,0.0001314467,0.00008132809,0.0005136173,0.0001552416,0.00000503214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961935,0.001055295,0.000148078,0.000334969,0.00002348613,0.00001236913,0.0004648478,0.000008353291,0.001759072],"genre_scores_gemma":[0.9989507,0.0003355103,0.0000673627,0.00003941553,0.00002582903,0.000009496533,0.0003768938,0.000006349046,0.0001884129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01289236,"threshold_uncertainty_score":0.02563465,"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."}}