{"id":"W2087256188","doi":"10.1378/chest.128.4_meetingabstracts.393s-a","title":"GREATER THAN 12% IMPROVEMENT IN FEV1 OR 25% IMPROVEMENT IN FEF25-75 AS PREDICTORS OF A POSITIVE METHACHOLINE CHALLENGE","year":2005,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Methacholine; Asthma; Internal medicine; Predictive value; 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":[0.00133039,0.0006026794,0.0007340778,0.0009304925,0.0006735967,0.0006759388,0.0005958839,0.001678229,0.004088635],"category_scores_gemma":[0.003730503,0.0002550845,0.0006883453,0.000602095,0.0006142901,0.0007004457,0.0006496326,0.001974009,0.0005527447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002127382,"about_ca_system_score_gemma":0.0006503242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001986804,"about_ca_topic_score_gemma":0.00441906,"domain_scores_codex":[0.999334,0.0002234743,0.00005684158,0.0000563401,0.0001689092,0.0001603196],"domain_scores_gemma":[0.9943092,0.002168217,0.001243078,0.0001521331,0.0003292346,0.001798176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001445135,0.0001572198,0.995401,0.00002166217,0.00005225691,0.000485316,0.00003388144,0.0001040588,0.0006590821,0.00003371554,0.0002449065,0.001361637],"study_design_scores_gemma":[0.00002375662,0.0005668949,0.996729,0.00001567435,0.00008163601,0.001191815,0.0001491378,0.0007932611,0.000120857,0.00005204996,0.0002675568,0.000008350054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949759,0.001031613,0.0001873801,0.0002701515,0.00008501847,0.00002597117,0.0002732135,0.00001350142,0.003137204],"genre_scores_gemma":[0.9991022,0.0001267864,0.0001179967,0.00004859479,0.00006155582,0.000009139339,0.0001457965,0.000002231624,0.0003856035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004088635,"threshold_uncertainty_score":0.01367784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02121911188108202,"score_gpt":0.2903359112263433,"score_spread":0.2691167993452613,"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."}}