{"id":"W2168922709","doi":"10.1183/09031936.00039707","title":"Suboptimal asthma control: prevalence, detection and consequences in general practice","year":2007,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":350,"is_retracted":false,"has_abstract":true,"ca_institutions":"GlaxoSmithKline (Canada); Université Laval; Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Asthma; Control (management); Intensive care medicine; Environmental health; Family medicine; Immunology; Artificial intelligence","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":[0.002883771,0.0001586231,0.000397882,0.001292389,0.0003841804,0.0008941077,0.0004061632,0.001147879,0.0007994754],"category_scores_gemma":[0.01535442,0.0003308292,0.0002631962,0.002148638,0.0006608189,0.001198007,0.0007819825,0.0006125488,0.0001968553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007865521,"about_ca_system_score_gemma":0.000442694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01161818,"about_ca_topic_score_gemma":0.01566621,"domain_scores_codex":[0.9963081,0.001638807,0.0004005857,0.0004932861,0.0008624362,0.0002968798],"domain_scores_gemma":[0.9911909,0.002613955,0.004402995,0.0003330152,0.0006035534,0.0008555846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003476394,0.00001951913,0.998181,0.00001508266,0.00001473015,0.00004881363,0.0001173947,0.00001203131,0.0000231265,0.000007467916,0.00007584205,0.001450341],"study_design_scores_gemma":[0.000002975438,0.00005082157,0.9995589,0.000005276884,0.000005209626,0.0001374775,0.0001352555,0.00005648519,0.000003283756,0.00001402881,0.00002855229,0.000001795097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972935,0.001529047,0.00008196692,0.0003073181,0.000007392347,0.00001443457,0.0002302,0.000005191403,0.0005309253],"genre_scores_gemma":[0.9994258,0.0002919008,0.00006599836,0.00005143621,0.00001216578,0.00000801217,0.0001119528,7.663073e-7,0.0000320393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01161818,"threshold_uncertainty_score":0.02310115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551079312891565,"score_gpt":0.2886491639666511,"score_spread":0.2731383708377355,"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."}}