{"id":"W2111484362","doi":"10.1183/09031936.01.00072001","title":"Effects of PEEP on inspiratory resistance in mechanically ventilated COPD patients","year":2001,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Hospices Civils de Lyon","keywords":"COPD; Airway resistance; Lung volumes; Medicine; Positive end-expiratory pressure; Respiratory system; Anesthesia; Respiratory physiology; Cardiology; Lung; Internal medicine","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":[0.0002851539,0.000273884,0.0005617407,0.0001766276,0.0001963771,0.0003518923,0.0001520143,0.0005182697,0.0005377349],"category_scores_gemma":[0.001817745,0.00009485672,0.0003005035,0.0001345512,0.0002236566,0.0002468996,0.0002245422,0.0005013334,0.00008956234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001569425,"about_ca_system_score_gemma":0.0001153276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002873317,"about_ca_topic_score_gemma":0.0003805923,"domain_scores_codex":[0.999699,0.00009929829,0.00003864031,0.00004819414,0.00007087865,0.00004400745],"domain_scores_gemma":[0.9993511,0.0002449978,0.00017593,0.0000323821,0.00005514484,0.0001403914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00895658,0.0007393028,0.9101125,0.0003050767,0.000540406,0.002626565,0.0004340355,0.0006369288,0.03235726,0.00009286249,0.0003096277,0.04288883],"study_design_scores_gemma":[0.00007678519,0.003562776,0.9935597,0.00001774944,0.0001015628,0.0008742778,0.00008678584,0.0003527053,0.0009743429,0.00003185076,0.0003540187,0.000007419828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984286,0.0009825543,0.00008540761,0.00005797216,0.000008262179,0.0000117079,0.00003308779,0.000004038683,0.0003882321],"genre_scores_gemma":[0.9994769,0.0002095146,0.00009740378,0.00005471434,0.00002395774,0.00001249859,0.00005605561,0.000001080493,0.00006792336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005617407,"threshold_uncertainty_score":0.001798868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01444383747731369,"score_gpt":0.2485208758812855,"score_spread":0.2340770384039718,"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."}}