{"id":"W2970926779","doi":"10.21037/jtd.2019.08.64","title":"Next-generation care pathways for allergic rhinitis and asthma multimorbidity: a model for multimorbid non-communicable diseases—Meeting Report (Part 1)","year":2019,"lang":"en","type":"article","venue":"Journal of Thoracic Disease","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"EIT Health; National Institute of Allergy and Infectious Diseases; Allergy Therapeutics; National Institutes of Health; Mylan; Allergopharma; AstraZeneca","keywords":"Medicine; Multimorbidity; Asthma; Environmental health; Pediatrics; Family medicine; Immunology; Chronic disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004153975,0.0002902928,0.0006823433,0.000182609,0.0002546344,0.0001096928,0.0001816508,0.0001031704,0.00003769939],"category_scores_gemma":[0.0007030412,0.0002391988,0.0005953517,0.00009158101,0.00007045332,0.0004861413,0.00008266985,0.0001986133,0.000004740501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001028197,"about_ca_system_score_gemma":0.0008232245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004269335,"about_ca_topic_score_gemma":0.000003478723,"domain_scores_codex":[0.9979222,0.00007430373,0.0008412124,0.0003560921,0.0004495437,0.0003566624],"domain_scores_gemma":[0.996802,0.0001558247,0.0007152163,0.0005429097,0.0008266799,0.0009574174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.05829959,0.01070861,0.2547541,0.05046695,0.002844952,0.009239698,0.007041321,0.158101,0.06086571,0.0002000845,0.06440379,0.3230742],"study_design_scores_gemma":[0.006294162,0.001253881,0.01075471,0.00214543,0.001545743,0.0002894367,0.00177568,0.9599618,0.0007373115,0.0001791517,0.01440677,0.0006559213],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801679,0.01007266,0.006467013,0.0004094517,0.0004979486,0.001702022,0.0004946398,0.00003783132,0.0001504956],"genre_scores_gemma":[0.9872344,0.0003343173,0.01002843,0.0004559317,0.0009158001,0.0001105221,0.0003516676,0.0000729496,0.0004960157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8018608,"threshold_uncertainty_score":0.9754245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06864580456765455,"score_gpt":0.3395011955145947,"score_spread":0.2708553909469401,"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."}}