{"id":"W1557537923","doi":"10.2165/00148581-200709040-00003","title":"Insights into Early Treatment of Mild Asthma","year":2007,"lang":"en","type":"review","venue":"Pediatric Drugs","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"Medicine; Asthma; Exacerbation; Natural history; Intensive care medicine; Randomized controlled trial; Disease; Airway; Pediatrics; Clinical trial; Intervention (counseling); Internal medicine; Surgery; Psychiatry","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"],"consensus_categories":[],"category_scores_codex":[0.00006672167,0.0005181187,0.002110734,0.0007199531,0.00005745649,0.000009829263,0.0001469913,0.0003901657,0.00008695426],"category_scores_gemma":[0.00003211275,0.0003312617,0.001083855,0.0007442103,0.00007319128,0.00004074216,0.00004133462,0.000177276,0.0003528742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002300815,"about_ca_system_score_gemma":0.0009207614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005604957,"about_ca_topic_score_gemma":0.000001800047,"domain_scores_codex":[0.9978333,0.00008130515,0.0008531388,0.0004583384,0.0004716525,0.0003022635],"domain_scores_gemma":[0.9983063,0.0001895828,0.0004505663,0.0005523284,0.0001074927,0.0003937437],"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":[0.00002401054,0.0005302682,0.0002797486,0.01382105,0.0001236291,0.0001239684,0.000336218,4.043466e-8,5.705693e-8,0.00002045613,0.0006076478,0.9841329],"study_design_scores_gemma":[0.0006947498,0.0007494497,0.0003749974,0.001068054,0.002887572,0.000008875592,0.00002772124,1.830524e-7,0.000001674793,0.000009597436,0.9939061,0.0002710417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00311982,0.9926923,0.000006351753,0.000005755573,0.0003289606,0.0009502807,0.00002184078,0.00006225541,0.002812471],"genre_scores_gemma":[0.0003927711,0.9950175,0.0001114962,0.00003006352,0.002636072,0.00006876035,0.0001039458,0.00007739538,0.00156194],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9932984,"threshold_uncertainty_score":0.9999139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03518353184485451,"score_gpt":0.3399257778229845,"score_spread":0.30474224597813,"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."}}