{"id":"W2024739197","doi":"10.1136/bmj.f6705","title":"Should influenza vaccination be mandatory for healthcare workers?","year":2013,"lang":"en","type":"article","venue":"BMJ","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Vaccination; Health care; Healthcare worker; Medicine; Business; Family medicine; Medical emergency; Virology; Political science; Law","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":[0.07980393,0.0006077983,0.00156901,0.001118354,0.002022048,0.002711724,0.002553397,0.03463714,0.01292316],"category_scores_gemma":[0.3471645,0.0009959817,0.002048521,0.00104658,0.004943523,0.01027701,0.002329023,0.01466569,0.002706979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002388184,"about_ca_system_score_gemma":0.01276637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01449602,"about_ca_topic_score_gemma":0.0233101,"domain_scores_codex":[0.9521968,0.03473898,0.004106935,0.001988482,0.004285236,0.002683621],"domain_scores_gemma":[0.7258438,0.2168334,0.02364178,0.009269435,0.01243725,0.01197432],"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":[0.01754086,0.001533151,0.05803525,0.01582438,0.00359827,0.0009413178,0.004397196,0.0004337168,0.003390873,0.05734691,0.6067659,0.2301921],"study_design_scores_gemma":[0.01247072,0.006457289,0.1166643,0.0502071,0.005440392,0.001210355,0.008122581,0.000779445,0.003706257,0.0950605,0.6992818,0.0005992741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006381131,0.01356405,0.000230627,0.9656223,0.008435059,0.00004652916,0.000193082,0.00001477726,0.005512456],"genre_scores_gemma":[0.08298618,0.008214703,0.001138018,0.8899022,0.01549385,0.0003166839,0.000140342,0.00002416149,0.001783814],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07980393,"threshold_uncertainty_score":0.4220486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2384082834872596,"score_gpt":0.4812734216784585,"score_spread":0.2428651381911989,"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."}}