{"id":"W2031040281","doi":"10.1016/j.prrv.2006.04.182","title":"Severe chronic asthma","year":2006,"lang":"en","type":"review","venue":"Paediatric Respiratory Reviews","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; St. Joseph's Hospital","funders":"","keywords":"Medicine; Asthma; Pathological; Atopy; Lung function; Intensive care medicine; Differential diagnosis; Persistence (discontinuity); Pediatrics; Immunology; Lung; Internal medicine; Pathology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001187821,0.001549349,0.006941902,0.0008498517,0.0002296399,0.00008273317,0.0006331438,0.001035993,0.0007712878],"category_scores_gemma":[0.0004405068,0.001050107,0.004366529,0.001934809,0.000178069,0.0001169159,0.0002315684,0.001336082,0.006757328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009004612,"about_ca_system_score_gemma":0.003460922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004566678,"about_ca_topic_score_gemma":0.000006411389,"domain_scores_codex":[0.9924529,0.00118222,0.003098326,0.001452431,0.000794776,0.001019387],"domain_scores_gemma":[0.995028,0.0002393506,0.001759673,0.002020017,0.0001536367,0.0007993654],"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":[0.000005963232,0.0001336969,0.00006512828,0.08070508,0.00007353409,0.0002511962,0.000002125598,2.733555e-7,1.691987e-7,0.00001195943,0.09294953,0.8258014],"study_design_scores_gemma":[0.0006113715,0.000428957,0.00003356218,0.01526034,0.003392074,0.0002289287,0.000001350682,5.875369e-7,1.581858e-7,0.000003772417,0.9789904,0.001048475],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002039998,0.9849778,0.0000196645,0.00001071462,0.0006962208,0.005084379,0.0001205037,0.0002519529,0.008836737],"genre_scores_gemma":[2.932852e-7,0.9845728,0.0001174228,0.0007060947,0.009052819,0.00105602,0.0003149435,0.0002863992,0.003893225],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8860409,"threshold_uncertainty_score":0.9997255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05863492315702045,"score_gpt":0.3475466521199179,"score_spread":0.2889117289628975,"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."}}