{"id":"W4367600599","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a4977","title":"Characteristics of Arterial Blood Gas in Patients With Fibrotic Interstitial Lung Disease","year":2023,"lang":"en","type":"article","venue":"","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; University of Calgary; Centre Hospitalier de l’Université de Montréal; University of British Columbia","funders":"","keywords":"Arterial blood; Medicine; Lung; Interstitial lung disease; Pathology; Cardiology; 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":[0.0003402345,0.0003000643,0.0006143065,0.001704897,0.0004284498,0.0006849213,0.0002958406,0.0007311869,0.001763551],"category_scores_gemma":[0.002733072,0.0001681199,0.0003716874,0.001586272,0.0003324065,0.0005758171,0.0003192489,0.0006439884,0.000345787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002933295,"about_ca_system_score_gemma":0.0002928989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001612588,"about_ca_topic_score_gemma":0.001201682,"domain_scores_codex":[0.9995781,0.00008972779,0.00007489006,0.00007218788,0.00008284768,0.0001023361],"domain_scores_gemma":[0.997834,0.0008026821,0.0005981833,0.00006742403,0.0001807707,0.0005168394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003544148,0.00004435756,0.9970748,0.000009527549,0.00002423409,0.0008393964,0.00008292007,0.00003393754,0.0005750675,0.00002524481,0.00004480294,0.0008911802],"study_design_scores_gemma":[0.000006809752,0.0001703036,0.9974179,0.000004989148,0.00002130697,0.001659913,0.0002883681,0.0001588052,0.0001006973,0.00003508498,0.0001302053,0.000005659196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978898,0.0003610074,0.00009918422,0.0000552424,0.0000130825,0.000008272058,0.0003124211,0.000005094221,0.001255846],"genre_scores_gemma":[0.9992666,0.0001090526,0.0000571202,0.00003779817,0.00002948717,0.000009617703,0.0003530974,0.000002353353,0.0001348149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001763551,"threshold_uncertainty_score":0.005899668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006890246565645008,"score_gpt":0.2141250771153434,"score_spread":0.2072348305496984,"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."}}