{"id":"W4386504557","doi":"10.1111/apa.16957","title":"High inter‐rater reliability between physicians and nurses utilising modified Downes' scores in preterm respiratory distress","year":2023,"lang":"en","type":"article","venue":"Acta Paediatrica","topic":"Reliability and Agreement in Measurement","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Vancouver Coastal Health; Royal Columbian Hospital; St. Michael's Hospital","funders":"Bill and Melinda Gates Foundation","keywords":"Concordance; Medicine; Cohen's kappa; Respiratory distress; Inter-rater reliability; Kappa; Statistic; Intensive care; Pediatrics; Concordance correlation coefficient; Respiratory therapist; Emergency medicine; Intensive care medicine; Internal medicine; Surgery; Statistics; Rating scale","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.004005374,0.000267948,0.0005236695,0.0004227632,0.0002003403,0.000337291,0.0008281848,0.0001478801,0.00005169557],"category_scores_gemma":[0.003077578,0.0001970436,0.0001344348,0.001560443,0.0002771995,0.0005400524,0.0003794795,0.0003201749,0.0000998094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001028725,"about_ca_system_score_gemma":0.00005306215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001648575,"about_ca_topic_score_gemma":0.00007021872,"domain_scores_codex":[0.9953333,0.0006392959,0.001057426,0.00100658,0.00142796,0.0005354908],"domain_scores_gemma":[0.9959419,0.002404606,0.0002862768,0.00104186,0.000187374,0.0001380102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007848095,0.00011313,0.9200017,0.00004478796,0.00001324409,0.00001152252,0.001300145,0.0002182906,0.0005816916,0.00004513296,0.008341266,0.06925061],"study_design_scores_gemma":[0.0006316255,0.0001439365,0.9794143,0.00006823426,0.00002926979,2.201662e-7,0.0005906359,0.0004524176,0.0007222765,0.0121592,0.005469857,0.0003180582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963195,0.0001097238,0.00006881358,0.001709565,0.000670774,0.000514858,0.0001066648,0.0001031853,0.000396915],"genre_scores_gemma":[0.9991021,0.00005524082,0.00008510628,0.0001733577,0.0003447583,0.00004447931,0.00001783867,0.0000158663,0.00016122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06893255,"threshold_uncertainty_score":0.8035203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09805814331907288,"score_gpt":0.3484589560356841,"score_spread":0.2504008127166112,"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."}}