{"id":"W4285005373","doi":"10.1515/jpm-2022-0089","title":"Extremely low gestational age neonates and resuscitation: survey on perspectives of Canadian neonatologists","year":2022,"lang":"en","type":"article","venue":"Journal of Perinatal Medicine","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Resuscitation; Neonatology; Gestational age; Obstetrics; Pediatrics; Emergency medicine; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001654971,0.0002435329,0.000268615,0.001235533,0.003092497,0.001324103,0.000833525,0.0006561108,0.001600728],"category_scores_gemma":[0.007897982,0.0002979409,0.0003505345,0.003064811,0.0007661241,0.0004912056,0.001392367,0.001160896,0.0002294437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02083826,"about_ca_system_score_gemma":0.03564622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9680102,"about_ca_topic_score_gemma":0.9718372,"domain_scores_codex":[0.9979154,0.0002480027,0.0001360444,0.0001320884,0.0009939182,0.000574472],"domain_scores_gemma":[0.9923217,0.000595092,0.001660868,0.00006402841,0.003028419,0.002329946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005581637,0.00005029511,0.9573956,0.0002576985,0.00002463865,0.0006140661,0.02356924,0.00006343102,0.0003792416,0.0001399126,0.006642736,0.01080743],"study_design_scores_gemma":[0.000005810075,0.00006768478,0.9444703,0.0002321714,0.00001076926,0.0003229067,0.04781488,0.0001177939,0.00006238817,0.00001964026,0.006852268,0.00002334083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854245,0.001499541,0.0000628932,0.004333375,0.00003941176,0.00009176645,0.002799536,0.000009818797,0.005739181],"genre_scores_gemma":[0.9934336,0.002886067,0.0002512551,0.00143217,0.00002005676,0.0000562466,0.00100565,0.000005307533,0.000909794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03198981,"threshold_uncertainty_score":0.1511928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08105814385948619,"score_gpt":0.3718238084410873,"score_spread":0.2907656645816011,"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."}}