{"id":"W2043531488","doi":"10.1053/adnc.2002.36831","title":"A PROSPECTIVE CLINICAL AUDIT OF NEONATAL RESUSCITATION PRACTICES IN CANADA","year":2002,"lang":"en","type":"article","venue":"Advances in Neonatal Care","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Medicine; Resuscitation; Neonatal resuscitation; Emergency medicine; Cardiopulmonary resuscitation; Audit; Intubation; Prospective cohort study; Certification; Medical emergency; Intensive care medicine; Anesthesia; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004298771,0.0001696617,0.0004607072,0.0002403903,0.00003863222,0.000006340923,0.0002153525,0.0001028738,0.0001761023],"category_scores_gemma":[0.004198327,0.0001631189,0.00005884006,0.000768993,0.0001723075,0.0006120901,0.00009191401,0.0008229099,0.0000154795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001194339,"about_ca_system_score_gemma":0.00179335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2099632,"about_ca_topic_score_gemma":0.9330894,"domain_scores_codex":[0.9971045,0.0001915821,0.0008153608,0.0005211276,0.0009225956,0.0004448183],"domain_scores_gemma":[0.9976356,0.001025895,0.0004106633,0.0003716256,0.0003499328,0.0002062716],"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":[0.000888566,0.00004424126,0.4955466,0.0009471391,0.000008113853,0.0009233351,0.0009818817,0.00005050323,0.00001560378,0.0001217952,0.00006609353,0.5004061],"study_design_scores_gemma":[0.009942555,0.001913614,0.641463,0.001321978,0.00002758619,0.0001095369,0.0220517,0.001026734,0.001650493,0.0004617031,0.3195085,0.0005225946],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.817827,0.1740995,0.00001954364,0.0006553682,0.0005304508,0.001414072,0.0001219605,0.00002223106,0.005309816],"genre_scores_gemma":[0.9944529,0.004180428,0.0007808678,0.0002613914,0.0001072086,0.00008447396,0.00002348392,0.00002314477,0.00008608765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7231262,"threshold_uncertainty_score":0.7952977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05681617333506876,"score_gpt":0.42444414385694,"score_spread":0.3676279705218712,"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."}}