{"id":"W4412653226","doi":"10.1007/s43678-025-00985-4","title":"Letter to the CJEM Editor: response to Dr. Kaplan","year":2025,"lang":"en","type":"letter","venue":"Canadian Journal of Emergency Medicine","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002080699,0.0009738096,0.001261052,0.0008883672,0.004568678,0.003542345,0.001559337,0.03189456,0.01263921],"category_scores_gemma":[0.02450071,0.0007030392,0.0008271059,0.0007136365,0.001910064,0.002838934,0.0009841046,0.02332375,0.00787759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004396421,"about_ca_system_score_gemma":0.006345301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0124523,"about_ca_topic_score_gemma":0.01830084,"domain_scores_codex":[0.9984415,0.0003453215,0.0001618051,0.000208837,0.0005495797,0.0002930435],"domain_scores_gemma":[0.9930755,0.002358474,0.0004198828,0.0001472577,0.002355326,0.001643445],"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":[0.00002192927,0.00001369366,0.0002729161,0.00002321546,0.000005073535,0.002434214,0.00005985105,0.00002846407,0.00003845169,0.0004318312,0.9955035,0.001166861],"study_design_scores_gemma":[0.0001183357,0.00005130415,0.001611691,0.0003772545,0.00002886932,0.01125391,0.0007990596,0.0005321851,0.0002375091,0.003109501,0.9818026,0.00007781866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005188101,0.001176466,0.00005109593,0.9530298,0.04047488,0.00001688161,0.00006013365,0.00004054862,0.004631348],"genre_scores_gemma":[0.00910554,0.001816928,0.0002712576,0.8998081,0.07082253,0.0000461132,0.00005638452,0.0000674958,0.01800558],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03189456,"threshold_uncertainty_score":0.0422824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05375996272700977,"score_gpt":0.3261143507933449,"score_spread":0.2723543880663351,"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."}}