{"id":"W2078218674","doi":"10.1136/oem.2008.043927","title":"Do you come to work with a respiratory tract infection?","year":2009,"lang":"en","type":"letter","venue":"Occupational and Environmental Medicine","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Respiratory tract; Respiratory system; Respiratory tract infections; Medicine; Work (physics); Intensive care medicine; Internal medicine; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004717086,0.0004338654,0.0006054563,0.0002602014,0.000797122,0.000007533667,0.0001331719,0.0007782225,0.002794972],"category_scores_gemma":[0.00006496792,0.0002844034,0.00004875615,0.000193997,0.0002045624,0.00009127473,0.00009210189,0.002619804,0.0002859332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003267385,"about_ca_system_score_gemma":0.0001800206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002338053,"about_ca_topic_score_gemma":0.00002264503,"domain_scores_codex":[0.9967862,0.0004089782,0.0006332088,0.000629504,0.0009468307,0.0005952868],"domain_scores_gemma":[0.9984418,0.0004986816,0.0003280947,0.0003563454,0.00003296269,0.0003421641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001845915,0.00005948868,0.4383782,0.0001937783,0.00002612969,0.00007229394,0.0003396944,0.000001858466,0.00001231968,0.00001583714,0.5489901,0.0117256],"study_design_scores_gemma":[0.0006652217,0.00042034,0.4812159,0.002744546,0.00003284413,0.000006002863,0.0001068516,7.17428e-7,3.411089e-7,0.00008196162,0.514527,0.0001982564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.170904,0.002366488,0.00009489573,0.8208755,0.001097292,0.00179813,0.0003661151,0.00008799691,0.00240963],"genre_scores_gemma":[0.1052843,0.0004311235,0.0001917129,0.8774554,0.008966694,0.0003863162,0.001565527,0.00006642281,0.005652513],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06561963,"threshold_uncertainty_score":0.9999608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05620574863433804,"score_gpt":0.3894584677885303,"score_spread":0.3332527191541923,"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."}}