{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001514875,0.0001084686,0.0001822429,0.0002301056,0.00006955896,0.00001641387,0.00002989177,0.00005262588,0.002841023],"category_scores_gemma":[0.0002596342,0.00007816528,0.00007268954,0.0003961193,0.0000706443,0.0001197957,0.00001063209,0.0001280357,0.0004316144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006705932,"about_ca_system_score_gemma":0.0001680595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004872373,"about_ca_topic_score_gemma":0.000004326377,"domain_scores_codex":[0.9990204,0.00002060022,0.0002296014,0.0002144738,0.0003831452,0.0001317815],"domain_scores_gemma":[0.9993906,0.000185943,0.00003212935,0.0001319573,0.0001308026,0.000128554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001546852,0.0002536867,0.638743,0.0005325152,0.0003332162,0.0001621575,0.0002879025,0.0000685537,0.001583977,0.02446626,0.2865227,0.04549919],"study_design_scores_gemma":[0.001126977,0.0002542197,0.8624006,0.0006251901,0.0002398507,0.00006384802,0.00003947657,0.007035983,0.00004324785,0.0004733584,0.1276022,0.00009501425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4763725,0.02719486,0.2526447,0.06363188,0.01451728,0.002675655,0.0001795594,0.002817502,0.159966],"genre_scores_gemma":[0.9897524,0.00003183971,0.0001832727,0.001238046,0.002151591,0.00002753878,0.0003562707,0.00001598272,0.006243107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5133799,"threshold_uncertainty_score":0.9980705,"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."}}