{"id":"W2618464109","doi":"10.1016/s1081-1206(10)60924-6","title":"Monitoring Asthma","year":2006,"lang":"en","type":"article","venue":"Annals of Allergy Asthma & Immunology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatoon Medical Imaging; University of Saskatchewan","funders":"","keywords":"Asthma; Medicine; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0007707906,0.0005230872,0.0006233972,0.001335365,0.000590595,0.0007527163,0.0004556433,0.0007411187,0.004801276],"category_scores_gemma":[0.001665204,0.0001475669,0.0003942761,0.0008592064,0.00009358192,0.0005650123,0.0004084152,0.001184609,0.002041152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004280232,"about_ca_system_score_gemma":0.0004485154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002055326,"about_ca_topic_score_gemma":0.003007279,"domain_scores_codex":[0.9989826,0.0002045994,0.0001380794,0.0002073466,0.000353794,0.0001135687],"domain_scores_gemma":[0.9986624,0.0002226765,0.0003133525,0.0001015171,0.000418857,0.0002812552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007440367,0.0006464155,0.5574718,0.0004204509,0.0001196711,0.0006684807,0.0002212295,0.0001925589,0.003870132,0.0003350321,0.03400919,0.401301],"study_design_scores_gemma":[0.000162268,0.002140007,0.8656245,0.0008266158,0.0003912109,0.004562751,0.0004439243,0.001230851,0.008985354,0.0007776567,0.1148139,0.00004096277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6769136,0.07671852,0.009464264,0.01590802,0.003820194,0.00147502,0.01250902,0.002133129,0.2010583],"genre_scores_gemma":[0.9351556,0.01345386,0.007946915,0.00431904,0.001926823,0.0006102365,0.007063018,0.00006658577,0.02945803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004801276,"threshold_uncertainty_score":0.01606184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0244145389133022,"score_gpt":0.297012721751203,"score_spread":0.2725981828379008,"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."}}