{"id":"W2099765814","doi":"10.1183/09031936.02.02542001","title":"Persistent asthma: disease control, resource utilisation and direct costs","year":2002,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Euros; Asthma; Demographics; Adverse effect; Disease; Pediatrics; Emergency medicine; Intensive care medicine; Physical therapy; Internal medicine; Demography","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":[0.0006778889,0.0002365086,0.0002826326,0.0001901154,0.0004425274,0.000129494,0.0001171228,0.0000380255,0.0005772847],"category_scores_gemma":[0.0003612601,0.0001860315,0.0002779949,0.0001240312,0.0001969615,0.0001673009,0.00004487452,0.0003992204,0.0002177862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001123056,"about_ca_system_score_gemma":0.00005818949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.047362e-7,"about_ca_topic_score_gemma":2.557507e-7,"domain_scores_codex":[0.9976682,0.0007641941,0.0004217135,0.0003292573,0.0004777389,0.0003389013],"domain_scores_gemma":[0.9980863,0.0000625933,0.0001952819,0.0003102721,0.0001350971,0.001210486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003263749,0.001593719,0.2896569,0.0002701174,0.0006157041,0.01891935,0.00124843,0.0002435018,0.006223096,0.0001491294,0.1759303,0.501886],"study_design_scores_gemma":[0.00375665,0.0006826528,0.2804105,0.0002105911,0.0001976939,0.0003671599,0.000271639,0.0004113467,0.0000225799,0.000001720613,0.7134367,0.0002306965],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8978837,0.02913967,0.0000819633,0.001082416,0.000214009,0.00034605,0.00002594954,0.0001323005,0.07109397],"genre_scores_gemma":[0.9919279,0.0001144148,0.00003018806,0.005437113,0.00105767,0.000002602538,0.000002617517,0.00006016779,0.001367368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5375064,"threshold_uncertainty_score":0.7586144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02340219486213582,"score_gpt":0.2373990934841566,"score_spread":0.2139968986220208,"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."}}