{"id":"W4384204489","doi":"10.21203/rs.3.rs-3120994/v1","title":"Validation of Adult Asthma Case Definitions for Primary Care Sentinel Surveillance","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Kingston Health Sciences Centre; Queen's University","funders":"Southeastern Ontario Academic Medical Organization","keywords":"Primary care; Asthma; Medicine; Family medicine; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1039565,0.0007861407,0.001052558,0.005611627,0.001585061,0.00272679,0.00330117,0.000880105,0.0008946008],"category_scores_gemma":[0.1801711,0.0005615229,0.001383346,0.002942508,0.00178326,0.001440558,0.002683722,0.0009657504,0.0003302837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006471944,"about_ca_system_score_gemma":0.01019392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03071727,"about_ca_topic_score_gemma":0.03575751,"domain_scores_codex":[0.8972507,0.04242542,0.02206157,0.006556761,0.02969851,0.002006975],"domain_scores_gemma":[0.7778069,0.05932762,0.03942686,0.01956598,0.09985547,0.004017168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003900761,0.0002331794,0.9579772,0.0004853016,0.0001630371,0.0001198289,0.002030077,0.001299859,0.001201003,0.000859767,0.003519215,0.03172141],"study_design_scores_gemma":[0.0002095172,0.001130833,0.9649111,0.0005974437,0.0001582097,0.0004517513,0.001693997,0.01787665,0.003855183,0.0004722913,0.00860051,0.00004240439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.902514,0.001493068,0.06379232,0.0008087694,0.0006006132,0.01504564,0.005305525,0.000602709,0.009837351],"genre_scores_gemma":[0.8784308,0.0004629238,0.1030736,0.0003835887,0.0001498013,0.006528555,0.01041994,0.00006616019,0.00048459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1039565,"threshold_uncertainty_score":0.5497811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1098090048904461,"score_gpt":0.4036217592058186,"score_spread":0.2938127543153724,"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."}}