{"id":"W4400353914","doi":"10.1093/occmed/kqae023.0641","title":"P-134 INVISIBLE OFFICE WORKERS’ DISEASES","year":2024,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Environmental health; Medicine; Office workers; Occupational medicine; Occupational exposure; Business; Engineering; Operations management","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":[0.0005420178,0.0002420751,0.0003010477,0.001235765,0.0005708449,0.00109037,0.0004680699,0.0004236927,0.03287917],"category_scores_gemma":[0.003286008,0.0001313659,0.0002835666,0.001591315,0.0005498535,0.0006267767,0.0008968803,0.0004963493,0.004365776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000268681,"about_ca_system_score_gemma":0.0007849827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004945533,"about_ca_topic_score_gemma":0.002261419,"domain_scores_codex":[0.9990558,0.0002491999,0.00007990905,0.000156573,0.0002990707,0.0001595092],"domain_scores_gemma":[0.9964887,0.001201914,0.001294473,0.0002635884,0.0003503381,0.0004010716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001170496,0.0001390436,0.8899283,0.00061972,0.00006123185,0.002687903,0.001173456,0.00007181144,0.0008333662,0.00079158,0.01235076,0.09122574],"study_design_scores_gemma":[0.000007184206,0.000119811,0.9658335,0.000448996,0.00003120674,0.006847563,0.001602985,0.00008062677,0.0002624801,0.0004821362,0.02427374,0.000009805627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8666948,0.01876671,0.003660993,0.003954706,0.0009148704,0.0001724687,0.0129611,0.0001636156,0.09271069],"genre_scores_gemma":[0.9806933,0.004838545,0.00068314,0.000648598,0.0007594462,0.00005322446,0.002106541,0.00002332669,0.01019405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03287917,"threshold_uncertainty_score":0.1099918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0272118504003662,"score_gpt":0.3348881082767992,"score_spread":0.3076762578764329,"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."}}