{"id":"W6958360409","doi":"10.6084/m9.figshare.12838649.v1","title":"Additional file 2 of International severe asthma registry (ISAR): protocol for a global registry","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Protocol (science); Table (database); MEDLINE; Data collection","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":[0.003363117,0.000797382,0.001038486,0.002717454,0.0009186171,0.001392932,0.00145279,0.00111752,0.7839298],"category_scores_gemma":[0.04237321,0.0005622469,0.0007587857,0.005309215,0.0003139904,0.001763191,0.001201349,0.001170226,0.1272009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001301345,"about_ca_system_score_gemma":0.002647016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00865282,"about_ca_topic_score_gemma":0.009961759,"domain_scores_codex":[0.9981155,0.0005769777,0.0004564174,0.0003533086,0.0002661199,0.0002315729],"domain_scores_gemma":[0.9702166,0.01948167,0.002634324,0.002168306,0.004566892,0.000932207],"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":[0.0003012528,0.00004523476,0.001687568,0.0009494407,0.00002149332,0.00002680137,0.00005345411,0.0001475966,0.00002722912,0.0006143734,0.9915031,0.004622412],"study_design_scores_gemma":[0.005344012,0.0002822318,0.03606199,0.004975866,0.00019609,0.0004573378,0.0008203948,0.00102888,0.0005260162,0.0122862,0.9378779,0.0001429913],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.0002644393,0.0000235474,0.0002945524,0.0002088503,0.00003929397,0.0004702224,0.9962469,0.0001253424,0.002326804],"genre_scores_gemma":[0.01100715,0.0002218152,0.00348673,0.001348457,0.0002306737,0.01216144,0.9551187,0.0006442118,0.01578079],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.7839298,"threshold_uncertainty_score":0.3081979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04126748990545293,"score_gpt":0.3157294789366269,"score_spread":0.274461989031174,"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."}}