{"id":"W2089584718","doi":"10.1378/chest.10-0091","title":"Introduction","year":2010,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"University of Sydney; McMaster University","keywords":"Medicine; Airway hyperresponsiveness; Asthma; Airway; Bronchial hyperresponsiveness; Clinical significance; Inflammation; Intensive care medicine; Immunology; Respiratory disease; Internal medicine; Anesthesia; Lung","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001279036,0.0005960484,0.0002946468,0.00106771,0.001056788,0.002975897,0.001287533,0.001497912,0.4525661],"category_scores_gemma":[0.004186806,0.0001520126,0.0004973244,0.0008557368,0.0005872107,0.001518394,0.001922826,0.001495684,0.2954592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001035275,"about_ca_system_score_gemma":0.002424704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002175935,"about_ca_topic_score_gemma":0.002756616,"domain_scores_codex":[0.9990298,0.0001476839,0.00004297486,0.0002213343,0.0004112103,0.000147059],"domain_scores_gemma":[0.9981187,0.0002561075,0.00009595572,0.0002104992,0.0008841141,0.0004347184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009254778,0.00007805816,0.001542632,0.000257886,0.00000539,0.0002634949,0.0002456063,0.00007810612,0.0006341628,0.02849659,0.6697524,0.2985531],"study_design_scores_gemma":[0.000005281094,0.00001779324,0.0006365412,0.0001024542,0.000002493432,0.0001811829,0.00009235297,0.00001987582,0.0001512192,0.002024597,0.9967623,0.000003895342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003595316,0.004231714,0.00857467,0.02630482,0.01923543,0.0003399999,0.006124956,0.001501804,0.9300912],"genre_scores_gemma":[0.01675346,0.003464725,0.005021247,0.01519154,0.003948118,0.0002769364,0.004770217,0.0003871571,0.9501867],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5474339,"threshold_uncertainty_score":0.780848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008732019614862656,"score_gpt":0.2621587343875854,"score_spread":0.2534267147727228,"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."}}