{"id":"W4220850544","doi":"10.1016/j.jogc.2022.01.007","title":"Guideline No. 424: Umbilical Cord Management in Preterm and Term Infants","year":2022,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health PEI; Manitoba Beekeepers' Association","funders":"","keywords":"Medicine; Guideline; Umbilical cord; Term (time); Obstetrics; Intensive care medicine; Pathology; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007072301,0.00008965653,0.0003218155,0.0004024029,0.00009997142,0.000009171463,0.0001187242,0.00004796426,0.0004412636],"category_scores_gemma":[0.00229581,0.00008047744,0.00002349882,0.0003389695,0.00005276645,0.00003835636,0.0002295827,0.0006470048,3.947378e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001330943,"about_ca_system_score_gemma":0.001480123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003528721,"about_ca_topic_score_gemma":0.006914467,"domain_scores_codex":[0.9982578,0.00009620005,0.0006218994,0.0001558027,0.0005739103,0.0002944118],"domain_scores_gemma":[0.9982828,0.0008574513,0.0001903096,0.0001261944,0.0001999807,0.00034326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002141973,0.00009481198,0.2396585,0.0002777281,0.0000854433,0.02253976,0.00003612819,0.000008941556,0.00002895277,0.00005007506,0.005242486,0.731763],"study_design_scores_gemma":[0.004107316,0.001688117,0.6824973,0.000006820574,0.00002932639,0.0002918871,0.0001127838,0.0002044758,0.000006016254,0.00004527708,0.3109313,0.00007938845],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847293,0.01001432,0.000002562688,0.0009702925,0.002645739,0.0003155977,0.00001455022,0.000001857987,0.001305779],"genre_scores_gemma":[0.9957909,0.0006197942,0.0004302558,0.002745326,0.00002459522,0.00001035877,0.000002597918,0.00001102927,0.0003651464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7316836,"threshold_uncertainty_score":0.5334394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02473626153373142,"score_gpt":0.3242095488339132,"score_spread":0.2994732873001818,"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."}}