{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009910903,0.0004768237,0.0003297045,0.0004038529,0.0003645765,0.0005630015,0.0006186724,0.0007753689,0.001205788],"category_scores_gemma":[0.002152744,0.0001916466,0.000398507,0.0002003941,0.0004971566,0.0005599906,0.0005664852,0.0005363135,0.0002254746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005861379,"about_ca_system_score_gemma":0.0006414995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00173097,"about_ca_topic_score_gemma":0.001297239,"domain_scores_codex":[0.9991983,0.0001004779,0.0001227697,0.0001483223,0.0002998628,0.0001303002],"domain_scores_gemma":[0.9988959,0.0004097388,0.000203997,0.0000846414,0.0002414237,0.0001644159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01474931,0.002233864,0.04735055,0.0006947942,0.0001680326,0.0004512494,0.0008131132,0.002431552,0.8311155,0.0005259361,0.001040552,0.09842549],"study_design_scores_gemma":[0.0005817807,0.0328614,0.1135662,0.00005590277,0.0003883214,0.001849406,0.0002716779,0.009467396,0.8340364,0.0003187038,0.00648833,0.0001144924],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931617,0.0004228783,0.004955071,0.00009101377,0.00005573931,0.0001670924,0.0002447577,0.00008894732,0.0008128261],"genre_scores_gemma":[0.9883842,0.000213904,0.01011038,0.0002048419,0.00003840153,0.0002314483,0.000311699,0.00002390544,0.0004811579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00173097,"threshold_uncertainty_score":0.005241454,"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."}}