{"id":"W2082242655","doi":"10.1378/chest.10-0088","title":"Direct Challenge Tests","year":2010,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":221,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal University Hospital; University of Saskatchewan","funders":"","keywords":"Methacholine; Medicine; Asthma; Anesthesia; Predictive value; Internal medicine; Respiratory disease; Lung","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":[0.0007321352,0.002223111,0.003497321,0.00265459,0.0002627426,0.001006864,0.001263631,0.001732885,0.00834221],"category_scores_gemma":[0.001751283,0.0003707598,0.0009485549,0.001509712,0.0005519076,0.001284302,0.001046719,0.001730957,0.005929298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003942357,"about_ca_system_score_gemma":0.0009802493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001174172,"about_ca_topic_score_gemma":0.003064292,"domain_scores_codex":[0.9990612,0.0001869937,0.0001064935,0.000193959,0.000385422,0.00006596291],"domain_scores_gemma":[0.9992021,0.0003102785,0.0001630069,0.00003206,0.0002288269,0.00006380984],"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":[0.0002456098,0.0001920332,0.001396539,0.01444171,0.0001920721,0.0004943167,0.00003225007,0.00009745386,0.002024006,0.0003222741,0.04250393,0.9380579],"study_design_scores_gemma":[0.0003408205,0.001182643,0.01893946,0.01960173,0.001465232,0.0152814,0.0002502866,0.0002580981,0.003396877,0.001546537,0.9376436,0.00009341287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005030661,0.99292,0.0004793277,0.0004093432,0.0007907483,0.00005180271,0.0001192343,0.00002892509,0.004697518],"genre_scores_gemma":[0.007770987,0.9806992,0.00089492,0.00168724,0.001634038,0.0000911424,0.0003891216,0.000007027531,0.006826303],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00834221,"threshold_uncertainty_score":0.02790743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0665862528739888,"score_gpt":0.3658835495356299,"score_spread":0.2992972966616411,"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."}}