{"id":"W2412937603","doi":"10.5664/jcsm.5276","title":"Facilitators and Barriers to Noninvasive Ventilation Adherence in Youth with Nocturnal Hypoventilation Secondary to Obesity or Neuromuscular Disease","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Children's Hospital of Eastern Ontario; University of British Columbia","funders":"","keywords":"Medicine; Obesity hypoventilation syndrome; Thematic analysis; Embarrassment; Hypoventilation; Qualitative research; Disease; Clinical psychology; Physical therapy; Psychiatry; Obesity; Psychotherapist; Psychology","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":[0.002015489,0.000172791,0.0004822283,0.0005882706,0.001939673,0.001299238,0.0007153865,0.0007434941,0.002556864],"category_scores_gemma":[0.0104514,0.0002905393,0.0008387983,0.0006385777,0.0005440076,0.00071535,0.001637262,0.001778982,0.0001029392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001157867,"about_ca_system_score_gemma":0.004151072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03461899,"about_ca_topic_score_gemma":0.05997955,"domain_scores_codex":[0.9979431,0.0005846305,0.0002650604,0.0001834864,0.0003603539,0.0006634151],"domain_scores_gemma":[0.9929953,0.002225164,0.002363934,0.0001470182,0.0005547717,0.001713736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002329839,0.0002966825,0.9890064,0.00004219775,0.00004729712,0.0001571698,0.004927453,0.00002226186,0.00005273512,0.0001102468,0.0002419931,0.005072251],"study_design_scores_gemma":[0.000009313572,0.0001405887,0.9643633,0.0002417637,0.00006728969,0.0003296108,0.03369745,0.0002983578,0.00006723261,0.0001156382,0.0006558613,0.00001347981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980621,0.0002480255,0.00005439051,0.00069464,0.00001953064,0.00001913341,0.0000385841,0.000002430603,0.0008612677],"genre_scores_gemma":[0.999298,0.0001586344,0.0001375864,0.0001441711,0.00001237536,0.00001852793,0.00003724436,0.000001722666,0.000191659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03461899,"threshold_uncertainty_score":0.06883502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08273740116009515,"score_gpt":0.3669578307274683,"score_spread":0.2842204295673731,"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."}}