{"id":"W2024873642","doi":"10.1186/1471-2466-7-8","title":"Can asthma control be improved by understanding the patient's perspective?","year":2007,"lang":"en","type":"review","venue":"BMC Pulmonary Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":213,"is_retracted":false,"has_abstract":true,"ca_institutions":"York Central Hospital","funders":"GlaxoSmithKline","keywords":"Medicine; Asthma; Health care; Perspective (graphical); MEDLINE; Clinical trial; Intensive care medicine; Family medicine; Pathology; Immunology","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":[0.01403571,0.0004512242,0.001954454,0.001325237,0.0008467911,0.004304995,0.00101207,0.004052326,0.003392479],"category_scores_gemma":[0.05993634,0.0002950111,0.001691012,0.001053766,0.001800142,0.006595128,0.001861748,0.005667688,0.000617687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002107067,"about_ca_system_score_gemma":0.003845799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003898271,"about_ca_topic_score_gemma":0.008059105,"domain_scores_codex":[0.9873931,0.009288628,0.001158435,0.0004608046,0.001374104,0.0003248017],"domain_scores_gemma":[0.974395,0.01609137,0.003357308,0.0004841865,0.004181468,0.001490648],"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":[0.0007260151,0.0002802196,0.04185195,0.04469202,0.001615921,0.002561701,0.02889303,0.000365988,0.0006840859,0.01066116,0.173433,0.6942348],"study_design_scores_gemma":[0.0005644259,0.00132868,0.0665135,0.128279,0.003034864,0.009661568,0.05449796,0.0005686206,0.0007158365,0.02652358,0.7079269,0.0003850779],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01220223,0.634353,0.0009982013,0.3378035,0.005447575,0.00005228874,0.0002187402,0.00002449694,0.00889999],"genre_scores_gemma":[0.2843705,0.6146594,0.00219077,0.08966471,0.007311385,0.0001770903,0.0002809965,0.00002098417,0.00132425],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01403571,"threshold_uncertainty_score":0.07422882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06746634768234601,"score_gpt":0.342655202963555,"score_spread":0.275188855281209,"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."}}