{"id":"W4324012512","doi":"10.2196/41811","title":"Airway Sequelae After Mechanical Ventilation for COVID-19: Protocol for a Scoping Review","year":2023,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Medicine; Data extraction; Context (archaeology); Intensive care medicine; Cochrane Library; MEDLINE; Scopus; Systematic review; Mechanical ventilation; Airway; Medical emergency; Meta-analysis; Pathology; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.07960114,0.005306431,0.01118649,0.0141322,0.004770616,0.007684371,0.005477597,0.008351264,0.06828941],"category_scores_gemma":[0.06898479,0.005027059,0.01466578,0.01088701,0.004449235,0.007891753,0.007395999,0.007000457,0.01323074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01207412,"about_ca_system_score_gemma":0.05643242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004587845,"about_ca_topic_score_gemma":0.009344751,"domain_scores_codex":[0.9675457,0.01231715,0.0124867,0.002295518,0.003738581,0.001616296],"domain_scores_gemma":[0.9581448,0.01444233,0.008232403,0.003182903,0.01382029,0.002177269],"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":[0.008827185,0.0009737802,0.001225446,0.8226348,0.001451764,0.001956478,0.006838836,0.002174335,0.004522036,0.007666975,0.05933549,0.08239298],"study_design_scores_gemma":[0.01308033,0.003027809,0.005922884,0.5111141,0.00386719,0.001324163,0.00464401,0.001020185,0.002402724,0.01022018,0.4428125,0.0005639527],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000302568,0.001503614,0.001060946,0.0003463387,0.0002588887,0.9939342,0.001910332,0.00005611257,0.00062699],"genre_scores_gemma":[0.0002311788,0.001654783,0.003413649,0.000198474,0.00003744947,0.993505,0.0006010401,0.00000683784,0.0003515423],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07960114,"threshold_uncertainty_score":0.4209761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7878920407645504,"score_gpt":0.7315340711718602,"score_spread":0.05635796959269024,"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."}}