{"id":"W4244890065","doi":"10.31525/ct1-nct04045587","title":"International Severe Asthma Registry: Canadian Cohort","year":2019,"lang":"en","type":"article","venue":"Case Medical Research","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Asthma; Cohort; Medicine; Family medicine; Geography; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001300819,0.00009536899,0.0001859801,0.0002889205,0.0001253425,0.00003422556,0.0002374919,0.0002059362,0.03268048],"category_scores_gemma":[0.00302146,0.00007406142,0.0000771448,0.0002887866,0.0002894025,0.00004996615,0.0001056263,0.0008102308,0.002318924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003293141,"about_ca_system_score_gemma":0.00345679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02707164,"about_ca_topic_score_gemma":0.01232164,"domain_scores_codex":[0.9967961,0.000137695,0.0001857976,0.0003346217,0.002003628,0.0005421133],"domain_scores_gemma":[0.9966443,0.0002195216,0.00001797195,0.0004245121,0.0003863603,0.002307333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002190966,0.000181177,0.329262,0.0001466882,0.0001133327,0.1664095,0.00008799844,9.822935e-7,0.00009861005,0.0008074314,0.2282221,0.274451],"study_design_scores_gemma":[0.0008050735,0.0001628533,0.02474505,0.0001423507,0.000005771029,0.00912861,0.0003329298,0.0004428047,0.00002764589,0.00001841008,0.9641053,0.00008319948],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8129779,0.0002158103,0.000005151957,0.007968029,0.0003350968,0.0003813927,0.00002926876,0.00002620952,0.1780611],"genre_scores_gemma":[0.9785832,0.00005833411,0.00002434698,0.001283319,0.0006517878,0.00002687594,0.00006635542,0.00001967512,0.0192861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7358832,"threshold_uncertainty_score":0.9984579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03442377936775892,"score_gpt":0.3851970413828331,"score_spread":0.3507732620150741,"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."}}