{"id":"W2949502714","doi":"10.1111/resp.13605","title":"Nocturnal hypoxaemia in interstitial lung disease: An easy target to treat?","year":2019,"lang":"en","type":"letter","venue":"Respirology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Nocturnal; Interstitial lung disease; Lung; Intensive care medicine; Lung disease; Hypoxemia; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003040498,0.0006686228,0.001238048,0.001322182,0.00006412015,0.00004453704,0.0006847454,0.001155261,0.003495331],"category_scores_gemma":[0.0004029309,0.0006291794,0.0003519683,0.0003915927,0.0003164679,0.0001438034,0.0003912704,0.003606861,0.0008500823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001664491,"about_ca_system_score_gemma":0.001512217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001963904,"about_ca_topic_score_gemma":0.0000355766,"domain_scores_codex":[0.9948332,0.0006329828,0.0006615572,0.001488518,0.0008775253,0.001506192],"domain_scores_gemma":[0.9971557,0.0002968376,0.0001504734,0.001448012,0.0001726508,0.0007763625],"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":[0.006839118,0.0003091121,0.05464768,0.002218519,0.0001784177,0.03366363,0.000117633,0.0001255344,0.0005925095,0.00005094813,0.8971698,0.004087088],"study_design_scores_gemma":[0.003356293,0.0007004052,0.1594585,0.0003485987,0.0002357039,0.0002907182,0.00001440827,0.001269601,0.00002331271,0.0003157101,0.8333507,0.0006360589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2046275,0.004052482,0.0001996997,0.7731783,0.001908212,0.004056716,0.001077484,0.0001934429,0.01070618],"genre_scores_gemma":[0.05810084,0.0000936785,0.0003746616,0.8878815,0.01865514,0.000466063,0.003609161,0.0004276014,0.03039142],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1465266,"threshold_uncertainty_score":0.9999279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01846937296781803,"score_gpt":0.3187023914608863,"score_spread":0.3002330184930683,"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."}}