{"id":"W4403709597","doi":"10.1097/pec.0000000000003249","title":"Response to Dr. Laurie Seidel Halmo's Letter to the Editor","year":2024,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Neuroscience of respiration and sleep","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Winnipeg; Children's Hospital Research Institute of Manitoba","funders":"","keywords":"Medicine; General surgery; Intensive care medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000405614,0.0002041106,0.0001187572,0.000322682,0.0003756587,0.0001705879,0.0007286314,0.0000634125,0.0005148053],"category_scores_gemma":[0.00197737,0.0001464933,0.0001359162,0.002123187,0.00002708307,0.0002282915,0.000196701,0.0002647738,0.003148287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005911775,"about_ca_system_score_gemma":0.0001384086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000121155,"about_ca_topic_score_gemma":0.00001821934,"domain_scores_codex":[0.9974067,0.0002681222,0.0003173472,0.0007621372,0.0007834484,0.0004622259],"domain_scores_gemma":[0.998818,0.0002484799,0.00003271506,0.0005266265,0.00009143002,0.0002827953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000452385,0.00001201674,0.0002945218,0.00002226382,6.742956e-7,0.00006058827,0.001806642,0.0001613389,0.06086482,0.0001158145,0.9355763,0.001039756],"study_design_scores_gemma":[0.00005124803,0.0001422881,0.0005344838,0.000003164531,0.00001408053,0.000004274683,0.0001127414,0.0001084756,0.008498818,0.00002207568,0.9902939,0.0002144021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7339878,0.001917739,0.001635,0.1553093,0.1000318,0.001493985,0.0002317354,0.0007407042,0.004651943],"genre_scores_gemma":[0.9339662,0.0001817272,0.00006415309,0.02444934,0.02643524,0.0001908119,0.000001930316,0.0000588341,0.01465179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1999783,"threshold_uncertainty_score":0.9976279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02373573867469273,"score_gpt":0.3015831703287792,"score_spread":0.2778474316540865,"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."}}