{"id":"W4404104501","doi":"10.1183/13993003.congress-2024.oa961","title":"Laryngeal observations during non-invasive ventilation titration in chronic obstructive pulmonary disease","year":2024,"lang":"en","type":"article","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Pulmonary disease; Titration; Medicine; Ventilation (architecture); Internal medicine; Cardiology; Intensive care medicine; Chemistry; Physics; Meteorology","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":[0.001191821,0.00028246,0.0002678689,0.0004079895,0.0003031381,0.0004398863,0.0002984443,0.0006706924,0.001407816],"category_scores_gemma":[0.004165328,0.0001694587,0.0002621331,0.0001878291,0.0004432875,0.0003932019,0.0007888265,0.0004422033,0.0002296083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002949692,"about_ca_system_score_gemma":0.0002083754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001430052,"about_ca_topic_score_gemma":0.001936123,"domain_scores_codex":[0.9990709,0.0004370871,0.00009703477,0.00009699647,0.0002205941,0.00007734376],"domain_scores_gemma":[0.9981993,0.0006022968,0.0006486435,0.0001167626,0.0002700927,0.0001628766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004906404,0.0004890228,0.7977546,0.001007293,0.0001606598,0.00253974,0.005746292,0.000477358,0.1343379,0.0001074978,0.000957893,0.05151527],"study_design_scores_gemma":[0.00002901302,0.002002151,0.9865714,0.00007510979,0.00005373059,0.001404883,0.001423257,0.0006199342,0.006898976,0.00004996982,0.0008473849,0.00002428771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969374,0.0006051885,0.0009566532,0.00007074037,0.0000183191,0.0001146388,0.000182401,0.00001754226,0.001097134],"genre_scores_gemma":[0.9982288,0.000187232,0.001094241,0.00008253443,0.00001687574,0.00007107094,0.0001024808,0.000003570695,0.0002131828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001430052,"threshold_uncertainty_score":0.006303072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02355753165868875,"score_gpt":0.2933320900327797,"score_spread":0.269774558374091,"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."}}