{"id":"W6920771509","doi":"10.6084/m9.figshare.12838652.v1","title":"Additional file 3 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); Asthma; Table (database); Patient registry; Disease registry","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":[0.0034397,0.0007856484,0.0009933998,0.002678688,0.0009462688,0.001415026,0.001401591,0.001103583,0.7928536],"category_scores_gemma":[0.04031962,0.0005702698,0.0007649762,0.005406108,0.0003200513,0.001835929,0.001203112,0.001100161,0.1283932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001288521,"about_ca_system_score_gemma":0.002480083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0095559,"about_ca_topic_score_gemma":0.01219936,"domain_scores_codex":[0.998095,0.0005596618,0.000491391,0.0003350946,0.0002692069,0.0002496238],"domain_scores_gemma":[0.9697376,0.01928625,0.002905675,0.002265656,0.004807284,0.0009975358],"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":[0.0002937566,0.00004543814,0.00185211,0.0008763373,0.00002043406,0.00002634761,0.00005308352,0.0001441004,0.0000319793,0.0006026268,0.9922541,0.003799507],"study_design_scores_gemma":[0.005394515,0.0002495568,0.03889786,0.004271262,0.000179657,0.0004155634,0.0008653927,0.0009555611,0.000584611,0.01149503,0.9365524,0.0001386163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.0002408483,0.00001631774,0.0002316077,0.0001828212,0.00003091376,0.0003977934,0.9964744,0.0001264811,0.002298743],"genre_scores_gemma":[0.01019233,0.0001686536,0.002953293,0.001129306,0.00019832,0.009942662,0.9591668,0.0006838309,0.01556477],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.7928536,"threshold_uncertainty_score":0.2954692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04203590866316531,"score_gpt":0.3159001953936632,"score_spread":0.2738642867304978,"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."}}