{"id":"W6939505796","doi":"10.6084/m9.figshare.19947380","title":"Additional file 5 of The impact of IgG subclass deficiency on the risk of mortality in hospitalized patients with COPD","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Subclass; COPD; Pulmonary disease; Immunopathology; Life table; Antibody","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001503137,0.0009009096,0.001603371,0.001877528,0.0007263962,0.001254353,0.001521887,0.001026677,0.755729],"category_scores_gemma":[0.03062026,0.0005209916,0.001578914,0.003672706,0.0001733601,0.001511654,0.0008764642,0.0009851904,0.0541225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009606563,"about_ca_system_score_gemma":0.001554037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01387676,"about_ca_topic_score_gemma":0.01655672,"domain_scores_codex":[0.9988793,0.0002398408,0.0002388429,0.0002420553,0.0002021651,0.0001977799],"domain_scores_gemma":[0.9788684,0.01588511,0.001885515,0.0008021102,0.002096546,0.0004623198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008963529,0.0001270814,0.01418247,0.005096588,0.0003216075,0.00009433689,0.00007514941,0.0006889767,0.0000850294,0.0007395522,0.9701149,0.007577916],"study_design_scores_gemma":[0.02417295,0.001200998,0.3214402,0.01691119,0.002227281,0.001754205,0.001205575,0.007127311,0.001146342,0.01786466,0.6045009,0.0004483249],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0003924506,0.00004015612,0.00007352458,0.00009594004,0.00001781082,0.00004639473,0.9986984,0.00005561249,0.0005797129],"genre_scores_gemma":[0.03075263,0.0003481047,0.001723961,0.0008762408,0.0002273625,0.00211214,0.9521384,0.0003301099,0.01149095],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.755729,"threshold_uncertainty_score":0.3484229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02013427217103167,"score_gpt":0.2758626280250684,"score_spread":0.2557283558540367,"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."}}