{"id":"W1554687046","doi":"10.1155/2008/946735","title":"Cost Analysis of Monitoring Asthma Treatment using Sputum Cell Counts","year":2008,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Medicine; Sputum; Asthma; Cost analysis; Intensive care medicine; Internal medicine; Pathology; Tuberculosis","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":[0.003557656,0.00074076,0.0009650408,0.001643163,0.0002141628,0.001051945,0.0009793629,0.0006359579,0.002611918],"category_scores_gemma":[0.01884234,0.0003563041,0.001973262,0.001902356,0.0003048044,0.0005352662,0.0004736202,0.0006952261,0.0001059963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009480527,"about_ca_system_score_gemma":0.003272163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07759397,"about_ca_topic_score_gemma":0.04116492,"domain_scores_codex":[0.9961237,0.002700283,0.0001624221,0.0001646396,0.0006007554,0.0002481716],"domain_scores_gemma":[0.9910585,0.006036068,0.001388176,0.0002741274,0.0009075116,0.0003356322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0462415,0.00162538,0.3434202,0.001891471,0.009508245,0.0005201644,0.0001133241,0.433653,0.0009575695,0.006114425,0.006645687,0.1493091],"study_design_scores_gemma":[0.004193281,0.007784878,0.3796385,0.0004479921,0.006391055,0.0006232471,0.0002666469,0.5917811,0.0007901192,0.003823663,0.004094486,0.0001651511],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694858,0.01071879,0.004995546,0.001739371,0.0001176669,0.0009212546,0.004862323,0.00006253747,0.007096738],"genre_scores_gemma":[0.9969364,0.0005009079,0.001121927,0.00007843511,0.00002244316,0.0001059383,0.0009620346,0.000004393025,0.0002674987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07759397,"threshold_uncertainty_score":0.1542847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06828209018736395,"score_gpt":0.3077224186535556,"score_spread":0.2394403284661916,"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."}}