{"id":"W6939352245","doi":"10.6084/m9.figshare.12838655.v1","title":"Additional file 4 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":[0.004606746,0.0008412793,0.001121482,0.003017954,0.00116209,0.001695232,0.001653623,0.001387385,0.8447315],"category_scores_gemma":[0.05627887,0.0006772904,0.0009062648,0.005702761,0.0003886062,0.002173754,0.001460913,0.001234148,0.1652676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001611928,"about_ca_system_score_gemma":0.003122629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009857877,"about_ca_topic_score_gemma":0.01198113,"domain_scores_codex":[0.9974516,0.0007750026,0.0006818918,0.0004080182,0.0003520343,0.000331386],"domain_scores_gemma":[0.9531614,0.03063504,0.003753347,0.003219978,0.007753337,0.001476923],"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":[0.000325341,0.00004464405,0.001255257,0.0009906119,0.00001828115,0.00002306723,0.00005123345,0.0001135588,0.00002884078,0.0005835783,0.9925275,0.004038087],"study_design_scores_gemma":[0.006107314,0.0002568283,0.02876349,0.005113706,0.0001655648,0.0003474528,0.0008587686,0.0008085357,0.0005424702,0.01141215,0.9454784,0.0001454133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.0002226418,0.00002043521,0.0002762469,0.0002772419,0.00004816488,0.0005976561,0.9955433,0.0001732574,0.00284107],"genre_scores_gemma":[0.01066876,0.0002265654,0.00427772,0.00179587,0.0003167715,0.01532631,0.9427969,0.0009657746,0.02362532],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.8447315,"threshold_uncertainty_score":0.2214717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04239359252448217,"score_gpt":0.316395273595514,"score_spread":0.2740016810710318,"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."}}