{"id":"W1977781254","doi":"10.1080/13638490600622613","title":"UK physicians’ attitudes and practices in long-term non-invasive ventilation of Duchenne Muscular Dystrophy","year":2006,"lang":"en","type":"article","venue":"Pediatric Rehabilitation","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Muscular Dystrophy UK","keywords":"Duchenne muscular dystrophy; Medicine; Muscular dystrophy; Term (time); Physical therapy; Noninvasive ventilation; Intensive care medicine; Physical medicine and rehabilitation; Pediatrics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002200658,0.0001033878,0.0001733166,0.0006593057,0.0006633331,0.0009300621,0.0002493573,0.0008103009,0.001939084],"category_scores_gemma":[0.01636717,0.0002665361,0.000167178,0.0006788094,0.0007469342,0.0006814503,0.000603387,0.0005980497,0.0003512639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00111823,"about_ca_system_score_gemma":0.0009083162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01977492,"about_ca_topic_score_gemma":0.02047319,"domain_scores_codex":[0.9964702,0.001829437,0.0003737973,0.0002602537,0.0007476077,0.00031864],"domain_scores_gemma":[0.978426,0.007622496,0.009048167,0.000377392,0.0018579,0.002667974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001702747,0.0001682205,0.9129689,0.0001749555,0.00003017297,0.001101872,0.06305756,0.0000867106,0.001105935,0.0001057166,0.001663464,0.01936635],"study_design_scores_gemma":[0.00001054405,0.0003293134,0.9612704,0.000195337,0.00001066036,0.0009450837,0.03359894,0.0001447503,0.0001499403,0.0000258335,0.003297817,0.00002126741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972444,0.0004630366,0.00004303528,0.001214386,0.00001929062,0.000008198519,0.00003087251,0.000002071426,0.0009747391],"genre_scores_gemma":[0.998473,0.0004456434,0.00007393806,0.0005312291,0.00001821469,0.000008737214,0.00002048662,0.000001474245,0.0004272603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01977492,"threshold_uncertainty_score":0.03931963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007945670212331012,"score_gpt":0.2884803984917649,"score_spread":0.2805347282794339,"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."}}