{"id":"W2591613939","doi":"10.1371/journal.pone.0172910","title":"Evaluation of the INTERGROWTH-21st project newborn standard for use in Canada","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University; Children's & Women's Health Centre of British Columbia; University of Calgary; Public Health Agency of Canada","funders":"Canadian Institutes of Health Research; Hospital for Sick Children; Public Health Agency of Canada; University of Toronto; Dalhousie University; BC Children's Hospital; McMaster University; McGill University; Public Health Agency; University of Ottawa","keywords":"Gestational age; Singleton; Medicine; Birth weight; Pediatrics; Live birth; Obstetrics; Demography; Pregnancy; Biology; Genetics","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":[0.02090203,0.0008332069,0.0007998846,0.004430506,0.001938132,0.002377878,0.00406163,0.0006530878,0.001552636],"category_scores_gemma":[0.04702077,0.000313151,0.001027094,0.005809586,0.0006846472,0.0007801162,0.001461895,0.0009242706,0.0004005555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05842525,"about_ca_system_score_gemma":0.13165,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9790128,"about_ca_topic_score_gemma":0.973359,"domain_scores_codex":[0.974564,0.002421446,0.001588309,0.0008847212,0.01911476,0.00142691],"domain_scores_gemma":[0.9225691,0.002428202,0.003362977,0.0007979331,0.06820031,0.002641586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009811632,0.0002513078,0.8017969,0.0008899689,0.0003205459,0.0001828401,0.0008495052,0.003869623,0.0007349044,0.003060881,0.05981741,0.1272449],"study_design_scores_gemma":[0.0001073485,0.0005053536,0.9548528,0.0008039687,0.0002215361,0.0001429897,0.0008611275,0.006744438,0.001324635,0.0002334857,0.03412695,0.00007544564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6829144,0.02079301,0.02347492,0.01493739,0.001808909,0.005733618,0.1305652,0.002473302,0.1172993],"genre_scores_gemma":[0.916892,0.004554241,0.03233805,0.001452212,0.00008339927,0.001228826,0.03849231,0.0002110238,0.004747921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05842525,"threshold_uncertainty_score":0.4239068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1810628292008162,"score_gpt":0.3184111933921947,"score_spread":0.1373483641913785,"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."}}