{"id":"W2106228453","doi":"10.1186/cc14311","title":"Respiratory muscle training during mechanical ventilation: a systematic review","year":2015,"lang":"en","type":"review","venue":"Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Mechanical ventilation; Respiratory system; Ventilation (architecture); Weakness; Intensive care medicine; Muscle weakness; Physical medicine and rehabilitation; Physical therapy; Anesthesia; Internal medicine; Surgery","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":[0.002560112,0.001319804,0.005337362,0.004141557,0.0004907264,0.001580061,0.001518164,0.001592536,0.005937415],"category_scores_gemma":[0.01434806,0.0006791053,0.005219933,0.004929731,0.0004689065,0.001422559,0.00113301,0.0009155204,0.0003950826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644551,"about_ca_system_score_gemma":0.00553333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005680628,"about_ca_topic_score_gemma":0.01858609,"domain_scores_codex":[0.9980526,0.0005462765,0.0007456261,0.0001730255,0.0003986373,0.00008376854],"domain_scores_gemma":[0.9933977,0.004685482,0.001246878,0.00007817489,0.0005002851,0.00009145691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001428736,0.00001701463,0.0003401767,0.9502888,0.004419337,0.00007395119,0.00008212424,0.000085018,0.000124272,0.0001522281,0.001898351,0.04237588],"study_design_scores_gemma":[0.0002802837,0.0002398743,0.00478274,0.8906724,0.06367181,0.0005930426,0.0001671167,0.00008023954,0.0002043873,0.0003647176,0.03890494,0.00003842768],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003792171,0.9990461,0.00005161161,0.00008779916,0.00005625033,0.00007624138,0.0001474367,0.000003140226,0.0001521123],"genre_scores_gemma":[0.004396628,0.994876,0.000179482,0.0001922826,0.00004528763,0.0001252241,0.0001022316,0.00000174456,0.00008110396],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005937415,"threshold_uncertainty_score":0.01986265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2179332161518744,"score_gpt":0.4380483652992589,"score_spread":0.2201151491473846,"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."}}