{"id":"W2991225018","doi":"10.1183/13993003.congress-2019.pa2311","title":"The prevalence of chronic respiratory failure treated with home mechanical ventilation in Helsinki, Finland","year":2019,"lang":"en","type":"article","venue":"","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mechanical ventilation; Chronic respiratory failure; Respiratory system; Respiratory failure; Intensive care medicine; Ventilation (architecture); Emergency medicine; Internal medicine; Mechanical engineering","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":[0.0005293321,0.0002206238,0.0001901925,0.001237327,0.000602595,0.0006276084,0.0005140844,0.000448488,0.002325228],"category_scores_gemma":[0.001032526,0.0002299415,0.0002980306,0.001178156,0.0003121072,0.0005019883,0.0006143042,0.0002981577,0.0002238304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006247161,"about_ca_system_score_gemma":0.0007116192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02384028,"about_ca_topic_score_gemma":0.01957358,"domain_scores_codex":[0.9995142,0.00008022042,0.00008493823,0.0001072582,0.0001157163,0.00009765307],"domain_scores_gemma":[0.999263,0.0001094344,0.0003237964,0.0000191652,0.00006547641,0.0002191058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002386406,0.00002744239,0.9981194,0.00003051128,0.00002286552,0.0001573836,0.0001753999,0.00002151637,0.000195543,0.00001487957,0.0002376036,0.0009736017],"study_design_scores_gemma":[0.000004101963,0.00003669762,0.9987804,0.00002932695,0.000007824498,0.0003758233,0.0005117696,0.00004437072,0.00002734711,0.000006992277,0.0001717915,0.000003483669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966173,0.0009154622,0.00003036074,0.0001187739,0.00001699854,0.00001430809,0.001353514,0.000004333692,0.0009290153],"genre_scores_gemma":[0.9984062,0.0004027824,0.00004395637,0.00005144218,0.00001750379,0.00001568001,0.0008715348,0.000001561514,0.0001893673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02384028,"threshold_uncertainty_score":0.04740304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047757035083344,"score_gpt":0.2419919965692436,"score_spread":0.2315144262184102,"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."}}