{"id":"W2933587016","doi":"10.1016/j.ebiom.2019.03.085","title":"GI distress: A breath of fresh air in respiratory homeostasis","year":2019,"lang":"en","type":"letter","venue":"EBioMedicine","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Cystic fibrosis; Population; Lung; Biology; Pseudomonas aeruginosa; Immunology; Microbiology; Medicine; Internal medicine; Bacteria; Genetics","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"],"consensus_categories":[],"category_scores_codex":[0.0005437855,0.0005122669,0.001757207,0.001514379,0.00002621543,0.000008174115,0.00044425,0.0007113272,0.0008966433],"category_scores_gemma":[0.001005822,0.0003986057,0.0002281874,0.001067123,0.0007454855,0.00008543983,0.000185783,0.002270264,0.0001612124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003893208,"about_ca_system_score_gemma":0.0004994443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003880186,"about_ca_topic_score_gemma":0.00005102505,"domain_scores_codex":[0.9954602,0.0001646844,0.0009976079,0.0007882318,0.001752583,0.0008367026],"domain_scores_gemma":[0.9970717,0.0007648186,0.0003658573,0.001369248,0.0002560217,0.000172396],"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":[0.0003168945,0.0001401707,0.004015648,0.004077591,0.0001451392,0.002560711,0.0001253334,8.919676e-7,0.005519288,0.000003019879,0.9765424,0.006552934],"study_design_scores_gemma":[0.004171912,0.001660723,0.02269229,0.005147724,0.0001446036,0.00006646234,0.0001115152,0.00001049757,0.001160474,0.00005384706,0.9644594,0.0003205184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03411524,0.03178144,0.0000984929,0.9178378,0.00147411,0.003412863,0.002355936,0.0001803651,0.008743745],"genre_scores_gemma":[0.08349827,0.001394078,0.001726567,0.8760056,0.0134947,0.0003030202,0.006902811,0.0004936706,0.01618122],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04938303,"threshold_uncertainty_score":0.9998466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02015499650789221,"score_gpt":0.3118979666783476,"score_spread":0.2917429701704554,"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."}}