{"id":"W4394579013","doi":"10.1016/j.chest.2023.12.027","title":"Response","year":2024,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"National Institute for Health and Care Research","keywords":"Medicine; Exsufflation; Airway; Insufflation; Intensive care 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":[0.002930859,0.001295316,0.001962041,0.001126836,0.007602117,0.007260066,0.003152316,0.1161118,0.03171542],"category_scores_gemma":[0.02447544,0.001230853,0.002459594,0.0007321523,0.003330978,0.002843833,0.00363907,0.06384229,0.02123011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007580931,"about_ca_system_score_gemma":0.008030278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01179307,"about_ca_topic_score_gemma":0.01834702,"domain_scores_codex":[0.9958604,0.0007459627,0.0003757685,0.0006744759,0.00103863,0.00130478],"domain_scores_gemma":[0.9925815,0.002633057,0.0006094759,0.0002755733,0.001621035,0.002279319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005243406,0.00002839075,0.0006380894,0.00004955682,0.00002432209,0.003249204,0.0001591058,0.0000834282,0.000185581,0.001480825,0.9909009,0.003148191],"study_design_scores_gemma":[0.0001317475,0.00008945686,0.00177374,0.0004230288,0.00005651214,0.00279509,0.0009637824,0.0004916404,0.0002483212,0.004916075,0.9880232,0.00008739727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.000489591,0.0005223589,0.0001054052,0.9564644,0.03531235,0.0000467855,0.00008320008,0.00005941314,0.006916513],"genre_scores_gemma":[0.002073994,0.0002725183,0.0001206831,0.9636353,0.01541702,0.00005556652,0.00003613232,0.00002278498,0.01836604],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1161118,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04007519868190595,"score_gpt":0.2997589751018867,"score_spread":0.2596837764199807,"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."}}