{"id":"W2120734843","doi":"10.1378/chest.124.3.850","title":"Inpatient Chronic Assisted Ventilatory Care","year":2003,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"West Park Healthcare Centre; University of Toronto","funders":"","keywords":"Medicine; COPD; Intensive care unit; Mechanical ventilation; Rehabilitation; Pulmonary rehabilitation; Ventilation (architecture); Spinal cord injury; Pulmonary disease; Physical therapy; Emergency medicine; Anesthesia; Internal medicine; Spinal cord","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":[0.0002229578,0.0002344573,0.0004815221,0.0003103562,0.001863907,0.0008197926,0.0003964287,0.0004873008,0.02127749],"category_scores_gemma":[0.001608365,0.0001804809,0.0003267633,0.0005083873,0.0003169221,0.0005052465,0.001206571,0.00104657,0.001050115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001438824,"about_ca_system_score_gemma":0.002575401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003619731,"about_ca_topic_score_gemma":0.01494777,"domain_scores_codex":[0.9994815,0.00008428805,0.00006003809,0.00004702679,0.00006711813,0.0002601197],"domain_scores_gemma":[0.9978465,0.0002580856,0.0003502074,0.00006587284,0.0002303619,0.001248949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003027069,0.003935446,0.8173868,0.001147259,0.0001750992,0.00893786,0.00156874,0.0003095164,0.002653295,0.001909994,0.03858976,0.1203591],"study_design_scores_gemma":[0.0005007893,0.003268151,0.9618832,0.0007379537,0.0001422865,0.01051959,0.003984397,0.0009214543,0.0007238506,0.001219561,0.01606103,0.00003764482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969525,0.001776119,0.0001851044,0.001819285,0.0002756191,0.000123306,0.001161666,0.00003567931,0.02509816],"genre_scores_gemma":[0.9919906,0.001267337,0.0003156889,0.00107964,0.0006243141,0.00009164495,0.001467988,0.000008358294,0.003154602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02127749,"threshold_uncertainty_score":0.07118028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02482683930977161,"score_gpt":0.2766119549542696,"score_spread":0.251785115644498,"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."}}