{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003445589,0.00009285241,0.0001824242,0.00009389726,0.00007816492,0.00002072231,0.00006938322,0.00007163282,0.002024925],"category_scores_gemma":[0.00005258352,0.00006906449,0.0001095153,0.00009056895,0.00002048523,0.00009041648,0.00001367365,0.0003645438,0.0001968593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000368179,"about_ca_system_score_gemma":0.00009582785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.152897e-7,"about_ca_topic_score_gemma":8.151864e-7,"domain_scores_codex":[0.9992366,0.00001769109,0.0002038294,0.0001004958,0.0002164305,0.0002248966],"domain_scores_gemma":[0.9993492,0.00001035584,0.00006836138,0.0001503469,0.00008760081,0.0003340763],"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":[0.0008994454,0.001494874,0.05976572,0.000220054,0.0004490957,0.01888024,0.001889821,0.000004889818,0.1307296,0.002298228,0.02815806,0.7552099],"study_design_scores_gemma":[0.001368151,0.0004020618,0.007030127,0.00003929859,0.00005889329,0.00619778,0.0001967527,0.00001974246,0.005092212,0.0007235282,0.9787789,0.00009255499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8759189,0.002967233,0.009449625,0.008300713,0.001091734,0.0001888525,9.706303e-7,0.00009297574,0.101989],"genre_scores_gemma":[0.9807505,0.00125327,0.005233169,0.001757136,0.002345974,0.000003511128,0.000003732691,0.00003040113,0.008622312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9506208,"threshold_uncertainty_score":0.9988874,"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."}}