{"id":"W6976664164","doi":"10.6084/m9.figshare.12838640","title":"Additional file 1 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; Patient registry; Disease registry; MEDLINE","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":[0.00365718,0.0007033066,0.0009202408,0.00274959,0.0009758817,0.00117989,0.001380834,0.0009789799,0.7645046],"category_scores_gemma":[0.04312493,0.0006069246,0.0006449156,0.005877983,0.0003231597,0.001797539,0.001138568,0.001093167,0.1216844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001343972,"about_ca_system_score_gemma":0.002817355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008068313,"about_ca_topic_score_gemma":0.01025438,"domain_scores_codex":[0.997927,0.0006656078,0.0005670277,0.0003243171,0.0002659428,0.0002501885],"domain_scores_gemma":[0.9678056,0.01897139,0.003568818,0.002424799,0.006067969,0.001161482],"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":[0.0002663687,0.00005559492,0.001622369,0.0009394055,0.00001791667,0.00002411707,0.00005336602,0.0001181512,0.00002545447,0.0005840372,0.9919368,0.004356566],"study_design_scores_gemma":[0.006662851,0.0003993715,0.04882766,0.005656641,0.0001828104,0.0005216307,0.0009917158,0.001025293,0.0005389886,0.01080669,0.9242425,0.0001437297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.0003593779,0.0000245099,0.0003167199,0.000232805,0.00004362458,0.000994573,0.9949361,0.0001158469,0.002976431],"genre_scores_gemma":[0.01289334,0.000266697,0.003813193,0.001349311,0.0002753049,0.02525866,0.9367021,0.0005040061,0.01893737],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.7645046,"threshold_uncertainty_score":0.3359056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04286568251226827,"score_gpt":0.3164111877300377,"score_spread":0.2735455052177694,"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."}}