{"id":"W4402966194","doi":"10.1002/ppul.27306","title":"Saving Lives, One Breath at a Time: The Key Role of Noninvasive Ventilation Interfaces","year":2024,"lang":"en","type":"review","venue":"Pediatric Pulmonology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Key (lock); Ventilation (architecture); Noninvasive ventilation; Intensive care medicine; Interface (matter); Anesthesia; Mechanical ventilation; Computer science; Computer security; Mechanical engineering","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":[0.0003030203,0.0003758036,0.001629489,0.0004629139,0.00006449299,0.00001557233,0.0002832103,0.000445975,0.000503775],"category_scores_gemma":[0.00009761557,0.0002422169,0.0004788887,0.0004673208,0.0000719016,0.00004297918,0.0003158317,0.0005665582,0.00148069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001753797,"about_ca_system_score_gemma":0.0005372475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001559032,"about_ca_topic_score_gemma":0.000006506882,"domain_scores_codex":[0.9980329,0.0001336661,0.0007728879,0.0004899677,0.0002289601,0.0003416216],"domain_scores_gemma":[0.9985455,0.0001892972,0.0005736757,0.0005171429,0.0000800786,0.00009434189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008154588,0.0001965759,0.0002327386,0.01950308,0.000769455,0.0003159826,0.000749282,2.125169e-7,0.000253568,0.0001478571,0.00271271,0.975037],"study_design_scores_gemma":[0.0001664618,0.0004448743,0.000046771,0.001759248,0.01051529,0.0007214733,0.00005841532,0.000007540459,0.0001161465,0.0001577036,0.985761,0.0002451141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002260543,0.9940617,0.000008574152,0.00004654567,0.000450019,0.0009380642,0.00004672607,0.00007108722,0.00211671],"genre_scores_gemma":[0.0009115762,0.9928871,0.0001122555,0.00003139391,0.0009317037,0.0001170177,0.0001759575,0.00007191869,0.00476108],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9830483,"threshold_uncertainty_score":0.9992968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02986348068759924,"score_gpt":0.2974205052123686,"score_spread":0.2675570245247693,"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."}}