{"id":"W2098761921","doi":"10.1378/chest.120.6.1857","title":"Methacholine Challenge","year":2001,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal University Hospital","funders":"","keywords":"Medicine; Methacholine; Inhalation; Anesthesia; Pulmonary function testing; 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":[0.0002656213,0.0007460703,0.0009331066,0.0003602981,0.001021012,0.0004193342,0.000688019,0.00211182,0.01646879],"category_scores_gemma":[0.0003111787,0.0002235122,0.0004721007,0.0002329017,0.0004872824,0.0003314985,0.0005618308,0.002313947,0.003953771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003864609,"about_ca_system_score_gemma":0.0006142307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001218559,"about_ca_topic_score_gemma":0.002216666,"domain_scores_codex":[0.9996259,0.00004170646,0.00001999526,0.0001041765,0.00008017142,0.0001279281],"domain_scores_gemma":[0.9998629,0.00002388378,0.000008052973,0.00002837465,0.00002898593,0.00004775191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01710276,0.005497973,0.004328582,0.0002883085,0.00006524369,0.006424733,0.0001671126,0.0001788501,0.9137456,0.0009343551,0.01054383,0.04072266],"study_design_scores_gemma":[0.002891237,0.03965964,0.09129325,0.0002280599,0.0003203172,0.02227791,0.0005187661,0.0029533,0.6918355,0.002169669,0.1457017,0.0001506349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8824406,0.009174384,0.006856401,0.004919063,0.003271781,0.003872369,0.003412607,0.0007117926,0.08534099],"genre_scores_gemma":[0.9177677,0.002871946,0.004109364,0.005345175,0.0006158618,0.001103229,0.003031592,0.000064666,0.06509047],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01646879,"threshold_uncertainty_score":0.05509359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06305347800143221,"score_gpt":0.3253092297464752,"score_spread":0.262255751745043,"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."}}