{"id":"W2333219518","doi":"10.1164/ajrccm-conference.2011.183.1_meetingabstracts.a4782","title":"Integrated Approach To Diagnosis Of Associated Occupational Asthma And Rhinitis","year":2011,"lang":"en","type":"article","venue":"","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Asthma; Medicine; Computer science; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001199706,0.00008719121,0.0001912045,0.0001112808,0.00002364877,0.000004467797,0.00003680395,0.00006236687,0.0006281041],"category_scores_gemma":[0.0002166994,0.00006782008,0.00004063042,0.0002304782,0.00003606526,0.00005503595,0.00002298212,0.00006595709,0.00002073699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001801165,"about_ca_system_score_gemma":0.00006785374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003614321,"about_ca_topic_score_gemma":0.00002767663,"domain_scores_codex":[0.9993151,0.0000234716,0.0002117666,0.0001521774,0.0001926571,0.0001047972],"domain_scores_gemma":[0.9994609,0.00005425795,0.00005152052,0.00009036827,0.0002294412,0.0001135467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002512375,0.0008169936,0.9738583,0.00002204006,0.0001091847,0.000003920593,0.0007432555,6.295716e-7,0.0003052592,0.006446774,0.00784836,0.009594029],"study_design_scores_gemma":[0.0006118171,0.0004374478,0.9935979,0.00003965684,0.00002191849,0.00001048266,0.000156898,0.0001250303,0.003685802,0.0001287294,0.001104738,0.00007953603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9138311,0.0000325548,0.00148458,0.000113502,0.00003516157,0.0002284718,0.00005221984,0.00003854995,0.08418392],"genre_scores_gemma":[0.9813867,0.00000697214,0.01714251,0.0005107853,0.00002401689,0.00003461062,0.0001469706,0.000008927174,0.000738477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08344544,"threshold_uncertainty_score":0.68773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05011773904715813,"score_gpt":0.2720619160947846,"score_spread":0.2219441770476265,"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."}}