{"id":"W2913869482","doi":"10.1093/pch/pxz002","title":"Outcomes and resource usage of infants born at ≤ 25 weeks gestation in Canada","year":2019,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Retinopathy of prematurity; Pediatrics; Gestational age; Birth weight; Low birth weight; Gestation; Ductus arteriosus; Obstetrics; Pregnancy; Surgery","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":[0.000213226,0.0002410932,0.0002435979,0.0008730931,0.001142473,0.0006229301,0.000673026,0.0002441497,0.000889966],"category_scores_gemma":[0.001463762,0.0001618008,0.0003093524,0.00187247,0.0003221962,0.0001995686,0.0006343162,0.0004514597,0.000102529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01193771,"about_ca_system_score_gemma":0.01116286,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9654476,"about_ca_topic_score_gemma":0.969887,"domain_scores_codex":[0.9995091,0.00002804102,0.00003670975,0.00005600778,0.0001531666,0.0002170272],"domain_scores_gemma":[0.9987693,0.0000446265,0.0004475423,0.00001931842,0.0003531872,0.0003659846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002674077,0.00001099228,0.9968984,0.00001634766,0.00001565119,0.0001986947,0.0002065887,0.00006068677,0.0001023663,0.000039134,0.0003502086,0.002074232],"study_design_scores_gemma":[0.000001234394,0.00001240885,0.9991692,0.00002329339,0.0000047869,0.0001001042,0.000355174,0.00008019786,0.00003385211,0.000006700293,0.0002099405,0.000002989315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964586,0.0005071543,0.00002016455,0.0001337454,0.000005107292,0.0000097733,0.001875131,0.000003984841,0.0009864003],"genre_scores_gemma":[0.9977947,0.0005968414,0.00006403423,0.00004913441,0.000003066558,0.000009389208,0.001221757,0.000002142626,0.0002588178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0345524,"threshold_uncertainty_score":0.08661455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01846703709587234,"score_gpt":0.3202574010938455,"score_spread":0.3017903639979732,"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."}}