{"id":"W4411919905","doi":"10.1016/j.ccm.2025.04.004","title":"Methacholine Challenge","year":2025,"lang":"en","type":"review","venue":"Clinics in Chest Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Saskatchewan; St. Joseph’s Healthcare Hamilton","funders":"Mitacs; Merck; GlaxoSmithKline","keywords":"Medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004338248,0.001075443,0.00157989,0.001420288,0.0002507922,0.0005672284,0.0006209521,0.001092752,0.009676941],"category_scores_gemma":[0.0005362649,0.0001968514,0.0008526248,0.000802189,0.0002267974,0.0004179203,0.0007082964,0.00137323,0.003504587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003052354,"about_ca_system_score_gemma":0.0008170257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009962355,"about_ca_topic_score_gemma":0.003405037,"domain_scores_codex":[0.9997411,0.00005960635,0.00003189862,0.00005076375,0.00008233312,0.00003425229],"domain_scores_gemma":[0.9998327,0.0000576495,0.00003522847,0.000009176357,0.00003978728,0.00002531217],"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":[0.0008300124,0.000358728,0.0005123194,0.03205559,0.0004413597,0.0003690735,0.00003151043,0.00008561071,0.008084361,0.0005491732,0.04444864,0.9122336],"study_design_scores_gemma":[0.001299975,0.003062585,0.01233147,0.03126539,0.003023909,0.003996452,0.000141716,0.0002278955,0.007416594,0.001281596,0.9358785,0.00007409092],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009164352,0.992045,0.0002616588,0.0004009315,0.0006428767,0.00009560039,0.0001575168,0.00003384662,0.005446151],"genre_scores_gemma":[0.01108347,0.9787551,0.0007652125,0.002460917,0.000600493,0.0001452741,0.0005067397,0.000005844264,0.005676991],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009676941,"threshold_uncertainty_score":0.03237259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1469883890185785,"score_gpt":0.4856443063057079,"score_spread":0.3386559172871294,"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."}}