{"id":"W6902097444","doi":"10.6084/m9.figshare.14570185","title":"Additional file 1 of Benefit of switching to mepolizumab from omalizumab in severe eosinophilic asthma based on patient characteristics","year":2021,"lang":"en","type":"article","venue":"Open MIND","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Omalizumab; Mepolizumab; Asthma; Baseline (sea); Retrospective cohort study","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":[0.001814219,0.001149159,0.001713839,0.001394988,0.0007714593,0.001206397,0.001583674,0.001317071,0.8377916],"category_scores_gemma":[0.04105825,0.0005497419,0.001584594,0.002317867,0.0001873685,0.001654157,0.0007683435,0.001217458,0.06982218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001208841,"about_ca_system_score_gemma":0.001943975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008117687,"about_ca_topic_score_gemma":0.01057617,"domain_scores_codex":[0.9987487,0.0002851548,0.0002754284,0.0002867714,0.0002132877,0.0001907371],"domain_scores_gemma":[0.9714062,0.02239912,0.002593745,0.001003664,0.002073274,0.000524072],"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":[0.002425365,0.00027982,0.006491638,0.007123441,0.0002834143,0.0001131665,0.00007271471,0.001193763,0.00007578345,0.001129737,0.9639606,0.01685043],"study_design_scores_gemma":[0.08641794,0.003675512,0.1344676,0.02625072,0.002390617,0.002234444,0.001030688,0.01413437,0.001545457,0.03073317,0.696613,0.0005063879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005358683,0.00005203893,0.000214288,0.0001953731,0.00002970427,0.0002171631,0.997229,0.00008940756,0.001437119],"genre_scores_gemma":[0.06230069,0.0006663404,0.006730056,0.002341114,0.0004498559,0.01156984,0.8925022,0.0006553104,0.0227845],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8377916,"threshold_uncertainty_score":0.2313706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01567056608721866,"score_gpt":0.2636094754124268,"score_spread":0.2479389093252082,"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."}}