{"id":"W2134829115","doi":"10.1186/1745-6673-4-15","title":"Pandemic influenza: implications for occupational medicine","year":2009,"lang":"en","type":"article","venue":"Journal of Occupational Medicine and Toxicology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada); Dalhousie University","funders":"","keywords":"Influenza A virus subtype H5N1; Pandemic; Medicine; Influenza pandemic; Public health; Occupational medicine; Health care; Alternative medicine; Infection control; Family medicine; Coronavirus disease 2019 (COVID-19); Nursing; Environmental health; Intensive care medicine; Occupational exposure; Pathology; Immunology; Infectious disease (medical specialty); Economic growth; Disease","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":[0.001022134,0.0001905419,0.0007062858,0.0006213963,0.0001986829,0.000005531283,0.0001285146,0.0001493713,0.0001733852],"category_scores_gemma":[0.004639622,0.0001259298,0.0001011172,0.0002944802,0.0004985932,0.0001533174,0.00002448513,0.000344393,0.000003142452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001377177,"about_ca_system_score_gemma":0.0005034212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006223182,"about_ca_topic_score_gemma":0.000005671844,"domain_scores_codex":[0.9979858,0.00006221833,0.0009830821,0.0002035609,0.0004649706,0.0003003094],"domain_scores_gemma":[0.9961637,0.001277687,0.0004962051,0.0001569545,0.001615034,0.0002904596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01258713,0.0005587012,0.6759719,0.0001843411,0.0007073756,0.00003733805,0.001322925,0.0000407953,0.04499334,0.03898533,0.1702342,0.0543766],"study_design_scores_gemma":[0.007023207,0.006351581,0.914801,0.0001857929,0.0002364547,0.0007603177,0.0001467519,0.00004152862,0.00005297221,0.0087954,0.06150538,0.00009959067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8538085,0.01050152,0.007241899,0.1237412,0.0005980712,0.001294652,0.0000640557,0.00004808865,0.00270194],"genre_scores_gemma":[0.9615036,0.001082456,0.003867302,0.03023269,0.003022825,0.0000386483,0.00004224132,0.00001609599,0.0001940888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2388291,"threshold_uncertainty_score":0.5554397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3169601208495537,"score_gpt":0.5271325645198074,"score_spread":0.2101724436702537,"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."}}