{"id":"W1808582704","doi":"10.1155/2013/406163","title":"Twenty-Four Hour Noninvasive Ventilation in Duchenne Muscular Dystrophy: A Safe Alternative to Tracheostomy","year":2013,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Canadian Centre for Policy Alternatives; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Duchenne muscular dystrophy; Ventilation (architecture); Mouthpiece; Noninvasive ventilation; Arterial blood; Anesthesia; Respiratory failure; Surgery; Mechanical ventilation; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005945697,0.0002960475,0.0004409078,0.001316374,0.0002029678,0.0001434559,0.0002447364,0.0001927792,0.002443183],"category_scores_gemma":[0.000215075,0.0002834094,0.000207107,0.0004577609,0.00004484649,0.000423218,0.00002411972,0.0007721057,0.0007277039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001164116,"about_ca_system_score_gemma":0.002083737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005840155,"about_ca_topic_score_gemma":0.01225089,"domain_scores_codex":[0.9975416,0.0001470613,0.0006280194,0.0003851757,0.000474174,0.0008239771],"domain_scores_gemma":[0.9964911,0.00002460809,0.0002000102,0.000349363,0.000464708,0.002470239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009503085,0.0005590999,0.3188342,0.000263531,0.0009917261,0.0616821,0.007409644,0.001312312,0.2970783,0.001888271,0.05429162,0.2547389],"study_design_scores_gemma":[0.006139126,0.00196895,0.403207,0.0006056966,0.0001624656,0.001894747,0.001819228,0.0001664121,0.02016123,0.0009827138,0.5619212,0.0009711953],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946788,0.0002719601,0.0006706273,0.001104306,0.0006225001,0.0009330924,0.00001593997,0.00001882955,0.001683944],"genre_scores_gemma":[0.9901348,0.000008567473,0.001057902,0.007216439,0.0008343135,0.00007940204,0.000007933243,0.00006040791,0.0006002649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5076296,"threshold_uncertainty_score":0.9999618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02766041740641471,"score_gpt":0.2587106303077915,"score_spread":0.2310502129013767,"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."}}