{"id":"W6977439397","doi":"10.6084/m9.figshare.19947374.v1","title":"Additional file 3 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":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Subclass; COPD; Population; Pulmonary disease; Risk factor; Table (database)","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":[0.001425191,0.0009244983,0.001550814,0.001879128,0.0007368238,0.001407845,0.001500244,0.001108632,0.8305653],"category_scores_gemma":[0.03072126,0.0004838218,0.001265037,0.003364601,0.000191406,0.001728986,0.0009081864,0.001065658,0.07467664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001049916,"about_ca_system_score_gemma":0.001692568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01298212,"about_ca_topic_score_gemma":0.01681682,"domain_scores_codex":[0.9991265,0.0001684207,0.0001886255,0.0001914553,0.0001775933,0.000147434],"domain_scores_gemma":[0.9807278,0.01473182,0.00160264,0.0006855052,0.001858222,0.0003940124],"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":[0.0006479416,0.0001115004,0.009225989,0.004272942,0.0001926501,0.0000963171,0.00007147025,0.0007422965,0.0000648536,0.001081164,0.9761992,0.007293762],"study_design_scores_gemma":[0.01918944,0.0009241353,0.1761755,0.01797613,0.001489745,0.001919886,0.001259082,0.008282237,0.0009734748,0.02827831,0.7431386,0.0003933107],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0002786894,0.00003046243,0.00008083269,0.00009225671,0.00001259305,0.00004881396,0.9986762,0.00005098734,0.0007291369],"genre_scores_gemma":[0.02897302,0.0003918926,0.002122754,0.00101829,0.0002211958,0.002561436,0.9494744,0.0004347484,0.01480228],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8305653,"threshold_uncertainty_score":0.2416781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03274147426078293,"score_gpt":0.1991245557628917,"score_spread":0.1663830815021087,"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."}}