{"id":"W7019684153","doi":"","title":"Improving Detection of Work-related Asthma: Validation of the Work-related Asthma Screening Questionnaire (Long-Version)","year":2021,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data collection; Population; Test (biology); Identification (biology); Disease; Reliability (semiconductor)","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":[0.027709,0.0003507794,0.0003481674,0.001017167,0.0004615542,0.000823529,0.001108509,0.0004973254,0.0009625399],"category_scores_gemma":[0.02577657,0.0001860013,0.0006221887,0.001088185,0.0005169759,0.000504234,0.00103169,0.0006381448,0.0003380144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00140025,"about_ca_system_score_gemma":0.003452861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04044076,"about_ca_topic_score_gemma":0.05360349,"domain_scores_codex":[0.9884652,0.004890325,0.001040561,0.0005625664,0.004476038,0.000565251],"domain_scores_gemma":[0.9869056,0.004400957,0.002518798,0.0005462662,0.005185981,0.0004423556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001965888,0.0003892447,0.964986,0.0002804438,0.0001046416,0.00003341947,0.00154759,0.0001249195,0.0005693935,0.0000712651,0.0008848564,0.03081172],"study_design_scores_gemma":[0.00002740398,0.0004177407,0.9975726,0.00008224453,0.00003069173,0.000046876,0.0003516596,0.0002471746,0.0001846421,0.00001733445,0.001014948,0.000006660399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891042,0.0007421499,0.001871386,0.000361551,0.00005079782,0.002216342,0.001591603,0.0000279535,0.004034014],"genre_scores_gemma":[0.9912334,0.0003969704,0.004693925,0.0001635697,0.00002324609,0.000944765,0.00189662,0.000008227504,0.0006392825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04044076,"threshold_uncertainty_score":0.1465409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004080150628746807,"score_gpt":0.1897677305221245,"score_spread":0.1856875798933776,"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."}}