{"id":"W3158381586","doi":"10.1164/ajrccm-conference.2021.203.1_meetingabstracts.a1126","title":"Serum Immunoglobulin G Levels and One-Year Survival Following Acute COPD Hospitalization","year":2021,"lang":"en","type":"article","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; Prevention of Organ Failure; University of British Columbia","funders":"","keywords":"Medicine; COPD; Antibody; Internal medicine; Immunology","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":[0.0006801141,0.000435565,0.0005095267,0.0007916832,0.0004480253,0.001085108,0.0004383524,0.001330552,0.002137749],"category_scores_gemma":[0.003676577,0.0002377178,0.00113438,0.0006433164,0.0004122191,0.001022747,0.0006086848,0.001719509,0.0003679089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005715096,"about_ca_system_score_gemma":0.0005561644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006138435,"about_ca_topic_score_gemma":0.004723507,"domain_scores_codex":[0.9994894,0.00008905042,0.00004525617,0.00007328344,0.00006563073,0.0002372518],"domain_scores_gemma":[0.9969771,0.0006944533,0.001118795,0.0001507587,0.0002337915,0.0008250876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000825255,0.00009891068,0.9973782,0.00001171671,0.000144074,0.0001231794,0.00004376061,0.0001297523,0.0001525598,0.00002279667,0.0001060198,0.000963666],"study_design_scores_gemma":[0.00001003455,0.0001916325,0.9989865,0.000008655467,0.00006896447,0.0001568329,0.0001268905,0.0002937215,0.00004122529,0.00004916027,0.00005807668,0.000008046913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988231,0.0003277348,0.00003121518,0.00007211789,0.00002040378,0.000002526059,0.0002141589,0.000006042141,0.0005026609],"genre_scores_gemma":[0.9993875,0.00006527475,0.00001177709,0.00002703022,0.00001742671,0.000001823387,0.0002729851,9.309141e-7,0.0002153039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006138435,"threshold_uncertainty_score":0.01220542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02444086636763826,"score_gpt":0.304776933178784,"score_spread":0.2803360668111458,"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."}}