{"id":"W4291415169","doi":"10.3390/atmos13081281","title":"Occupational Microbial Risk among Embalmers","year":2022,"lang":"en","type":"article","venue":"Atmosphere","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université de Montréal; Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Indoor bioaerosol; Aerosolization; Aerosol; Bioaerosol; Streptococcus pneumoniae; Environmental chemistry; Environmental science; Microbiology; Physiology; Chemistry; Medicine; Biology; Inhalation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001213637,0.00006059942,0.0000902742,0.000003738822,0.0002838295,0.000008099184,0.00002911341,0.00002573295,0.008009314],"category_scores_gemma":[0.00002609507,0.00006041706,0.0000900919,0.0001293045,0.00002130729,0.00004968329,0.000029045,0.0001789844,0.00007859828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008352115,"about_ca_system_score_gemma":0.00007501932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004570897,"about_ca_topic_score_gemma":0.00004745615,"domain_scores_codex":[0.9994329,0.00004563191,0.0001214362,0.0001269746,0.000166238,0.0001068325],"domain_scores_gemma":[0.9997191,0.00001914329,0.00007348284,0.0001011557,0.00004431268,0.00004283847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002482903,0.0000905431,0.9736992,0.00000598652,0.00005465075,0.00001038505,0.00009292398,0.003915327,0.0002672036,0.0001263619,0.01747268,0.004016493],"study_design_scores_gemma":[0.001366152,0.0001471593,0.9226945,0.000003991331,0.00007311901,0.00003103603,0.0001167974,0.007658336,0.00008569971,0.00004759958,0.06769948,0.00007611712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873419,0.00005408611,0.001953511,0.0001342606,0.0004898919,0.0001875871,0.00001795793,0.00006625572,0.009754513],"genre_scores_gemma":[0.9939715,0.00000288305,0.0003225798,0.0003368827,0.0002051888,0.00003143827,0.00007391883,0.00001035913,0.005045198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05100464,"threshold_uncertainty_score":0.9928975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0076931483279779,"score_gpt":0.2418664053154479,"score_spread":0.23417325698747,"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."}}