{"id":"W2555445817","doi":"10.1183/13993003.congress-2016.pa2162","title":"Home non-invasive ventilation (NIV) : Patients cognitive performance and skills at setup","year":2016,"lang":"en","type":"article","venue":"","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cognition; Activities of daily living; COPD; Montreal Cognitive Assessment; Physical therapy; Cognitive skill; Cognitive impairment; Pediatrics; Internal medicine; Psychiatry","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":[0.0004405195,0.0002132396,0.0002602001,0.0003604715,0.000416758,0.0004754136,0.0001837287,0.0003652457,0.002310412],"category_scores_gemma":[0.001128698,0.0001044321,0.000323475,0.0004192139,0.0002327798,0.0004119934,0.0004109858,0.0004413724,0.0003678641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004641659,"about_ca_system_score_gemma":0.00034987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003748847,"about_ca_topic_score_gemma":0.004692146,"domain_scores_codex":[0.9996835,0.00006524585,0.00005049093,0.00004242143,0.00007219323,0.00008605629],"domain_scores_gemma":[0.9994455,0.00006800769,0.0002478962,0.00001654703,0.0000805808,0.0001414568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003547301,0.0002829286,0.9930301,0.00005276141,0.00002650959,0.0001776172,0.0001496692,0.00004219781,0.0002665128,0.00001275919,0.0002941437,0.005309997],"study_design_scores_gemma":[0.00000601956,0.0005878259,0.998723,0.00001790804,0.00001193497,0.0002079963,0.0001114549,0.0000405682,0.0001348804,0.00001145464,0.0001426508,0.000004303734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973239,0.0003064392,0.00005850363,0.0000880135,0.000008596332,0.00005850876,0.0003870172,0.000005441903,0.001763575],"genre_scores_gemma":[0.999432,0.00006717218,0.0000598921,0.00003095428,0.000006129371,0.000021158,0.0001620318,7.389764e-7,0.0002199443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003748847,"threshold_uncertainty_score":0.007729113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006905469829240264,"score_gpt":0.225067994614974,"score_spread":0.2181625247857338,"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."}}