{"id":"W4414094418","doi":"10.3390/brainsci15090968","title":"Adherence to Non-Invasive Ventilation in Steinert Disease: Clinical and Psychological Insights","year":2025,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Myotonic dystrophy; Depression (economics); Ventilation (architecture); Neurocognitive; Population; Apathy; Respiratory system; Beck Depression Inventory","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":[0.0003266117,0.000200504,0.0002944884,0.00058401,0.0002866228,0.0003743049,0.0001489687,0.000354674,0.0009643744],"category_scores_gemma":[0.001220895,0.00009261823,0.000339752,0.0006316238,0.0001860804,0.0002870286,0.0002988444,0.0004272957,0.00008244431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002010766,"about_ca_system_score_gemma":0.0001571231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001231281,"about_ca_topic_score_gemma":0.001655281,"domain_scores_codex":[0.9997973,0.00006302106,0.00003089515,0.00003063941,0.00004626289,0.00003195583],"domain_scores_gemma":[0.9993981,0.0001417941,0.0002917538,0.00001116809,0.00004905887,0.0001080731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008868119,0.000111376,0.9935548,0.0000325336,0.00003399275,0.0004284506,0.0001881028,0.00003443726,0.0001848883,0.00001934547,0.00006523537,0.005258067],"study_design_scores_gemma":[0.000004404745,0.0001077968,0.9985595,0.00001391255,0.0000129791,0.0009377819,0.0001583963,0.00008360105,0.00001796107,0.00002160731,0.00007963122,0.000002360849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998341,0.0008221304,0.00003470938,0.00009820618,0.000004968067,0.000008126409,0.00006178642,8.501046e-7,0.0006281675],"genre_scores_gemma":[0.9994659,0.0003112924,0.00004400478,0.00003295507,0.00001525506,0.000005099684,0.00007392278,2.572999e-7,0.00005132684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001231281,"threshold_uncertainty_score":0.003226161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.142213541603133,"score_gpt":0.4304595407383013,"score_spread":0.2882459991351684,"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."}}