{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001117043,0.0002180998,0.0003209643,0.0001440909,0.0001482798,0.00002134415,0.00009377599,0.0001494961,0.0001890032],"category_scores_gemma":[0.00009479906,0.0001845845,0.0001874315,0.0001909861,0.00009045812,0.00007718964,0.00004387479,0.0002244963,0.0001528591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000106149,"about_ca_system_score_gemma":0.0002109274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002314181,"about_ca_topic_score_gemma":0.0000243847,"domain_scores_codex":[0.9985604,0.00006796079,0.0003199473,0.0003602986,0.0003533574,0.0003380161],"domain_scores_gemma":[0.9989352,0.00005263661,0.00009435935,0.0004271849,0.0002665353,0.0002240626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005283513,0.001185514,0.5149139,0.002030688,0.0001756271,0.003173518,0.001605677,0.0001774055,0.1926382,0.002772777,0.01774975,0.2630486],"study_design_scores_gemma":[0.001731455,0.0004256596,0.1203098,0.0001351344,0.0001051301,0.00001985194,0.0008987217,0.000004026963,0.01501788,0.00002164893,0.8610437,0.0002870571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9092543,0.02416871,0.00003018239,0.0001984476,0.0001800835,0.000397902,0.0000318712,0.0003174977,0.06542101],"genre_scores_gemma":[0.9960902,0.000009566216,0.0001331522,0.001812308,0.001299017,0.0000312157,0.00003368104,0.00005121327,0.0005395949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8432939,"threshold_uncertainty_score":0.7527135,"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."}}