{"id":"W1894818698","doi":"10.4187/respcare.06510062","title":"Conflicting Methacholine Challenge Tests","year":2006,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Fluticasone; Methacholine; Asthma; Anesthesia; Spirometry; Nebulizer; Bronchodilator; Inhalation; Internal medicine; Respiratory disease; Lung","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005144557,0.001180478,0.001467497,0.0008533912,0.0007787365,0.0004461754,0.001102838,0.001383115,0.01357958],"category_scores_gemma":[0.001596625,0.0003055941,0.0003908731,0.0004940041,0.0002886637,0.000609334,0.0006061242,0.00159108,0.006128892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002821691,"about_ca_system_score_gemma":0.0004453165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002221058,"about_ca_topic_score_gemma":0.003020045,"domain_scores_codex":[0.9989472,0.0002051063,0.00008250998,0.0002693666,0.0003574536,0.0001383135],"domain_scores_gemma":[0.9993073,0.0001134618,0.00005786536,0.00005278261,0.0003192998,0.000149295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004336115,0.008469607,0.2996543,0.00198693,0.0003720183,0.1389224,0.002672898,0.0009791905,0.1844559,0.002243438,0.1268129,0.2290943],"study_design_scores_gemma":[0.0003147896,0.009579226,0.4058579,0.001326023,0.0002982133,0.1783176,0.001422395,0.003570861,0.04602003,0.001068092,0.3520306,0.0001943847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6359667,0.05698261,0.01424441,0.01011414,0.00246338,0.003902768,0.01468485,0.0021368,0.2595044],"genre_scores_gemma":[0.8965315,0.008711053,0.009836537,0.008886469,0.0006211539,0.0005728509,0.004994538,0.0001485476,0.06969741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01357958,"threshold_uncertainty_score":0.04542822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0231496324235141,"score_gpt":0.3359838962466893,"score_spread":0.3128342638231753,"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."}}