{"id":"W2086654363","doi":"10.1378/chest.9905","title":"Clinical Phenotypes in Patients With Severe vs Moderate Asthma From a Specialist Referral Clinic in Northern Alberta","year":2010,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Referral; Asthma; Population; Family medicine; Emergency medicine; Pediatrics; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003379335,0.0003532208,0.0004597617,0.0008743927,0.00179588,0.001190849,0.0008508312,0.0007121616,0.002654425],"category_scores_gemma":[0.001883961,0.0002883479,0.0003022277,0.00128157,0.000674348,0.0002344946,0.0007064469,0.0005807805,0.0002966501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004835451,"about_ca_system_score_gemma":0.003921823,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6681851,"about_ca_topic_score_gemma":0.7494258,"domain_scores_codex":[0.9992658,0.00009888368,0.00005772963,0.0001069672,0.0001649361,0.0003055607],"domain_scores_gemma":[0.9989384,0.0001326072,0.0001912888,0.00002525983,0.0002376025,0.0004749384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002078807,0.00005425167,0.9947248,0.0000111752,0.00001458135,0.001879752,0.0008161635,0.00007296491,0.0004544521,0.00003704246,0.0004001325,0.001326811],"study_design_scores_gemma":[0.00001543369,0.00005501999,0.9949601,0.00001489798,0.00001694422,0.001403673,0.003148178,0.0001431254,0.00004382333,0.00002983883,0.0001619511,0.000007065727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978467,0.0001279807,0.00002712641,0.000100865,0.000007647555,0.00001261232,0.0001835618,0.000003520159,0.001690075],"genre_scores_gemma":[0.9993334,0.00005556677,0.00003342262,0.00008328024,0.000006712556,0.000003706311,0.0001660639,0.000002980412,0.0003146952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3318149,"threshold_uncertainty_score":0.6675382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02101706783500204,"score_gpt":0.2947420271168048,"score_spread":0.2737249592818027,"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."}}