{"id":"W7135091635","doi":"10.4187/respcare.20244134244","title":"FIO <sub>2</sub> Delivery of Three Different Oxygen Masks","year":2024,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breathing; Intubation; Spectrum analyzer; Oxygen delivery; Mascara; Gas analyzer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006726009,0.0001092283,0.0001904387,0.0001433167,0.00004058505,0.00001569879,0.00003401753,0.00009820354,0.00009279321],"category_scores_gemma":[0.0000193785,0.00008792148,0.0001731392,0.0001217801,0.00002598186,0.0000578899,0.00002303087,0.0001424329,0.00007546383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001089211,"about_ca_system_score_gemma":0.0001072893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007797332,"about_ca_topic_score_gemma":0.00006183202,"domain_scores_codex":[0.9992425,0.00002545599,0.0002118038,0.0001827908,0.000210486,0.0001269892],"domain_scores_gemma":[0.9995105,0.00003333028,0.00003725442,0.0001903757,0.0001637907,0.00006479618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001638885,0.00005492104,0.04978323,0.001126811,0.0001918384,0.00007837955,0.000438881,0.00003119827,0.8092931,0.0005307223,0.001982616,0.1363244],"study_design_scores_gemma":[0.001256872,0.0006304438,0.3869141,0.000625056,0.0003934578,0.00001382369,0.0001602506,0.0005723513,0.5689012,0.00009188321,0.04021814,0.0002224529],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990096,0.006362895,0.0008902685,0.00005421271,0.0005014188,0.0002376431,0.00002054749,0.0001106834,0.001726376],"genre_scores_gemma":[0.9992194,0.00002010985,0.000005543249,0.0002536297,0.0003950053,0.00001863276,0.00002040321,0.00002013373,0.00004720891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3371308,"threshold_uncertainty_score":0.3585334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02038428403325551,"score_gpt":0.2583236941022992,"score_spread":0.2379394100690436,"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."}}