{"id":"W2510557729","doi":"10.9778/cmajo.20160018","title":"Influenza immunization among Canadian health care personnel: a cross-sectional study","year":2016,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Cross-sectional study; Immunization; Medicine; Health care; Cross infection; Environmental health; Family medicine; Emergency medicine; Immunology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001820521,0.0006904458,0.0006635073,0.002387952,0.003594395,0.001279984,0.001864244,0.0008238473,0.002609131],"category_scores_gemma":[0.003164067,0.000859855,0.001152051,0.00679411,0.000695351,0.00054455,0.0009601698,0.0009665641,0.0004636308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02786271,"about_ca_system_score_gemma":0.03138855,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9938212,"about_ca_topic_score_gemma":0.9942614,"domain_scores_codex":[0.9980506,0.0001299835,0.0001584936,0.0002970889,0.0008905738,0.0004733939],"domain_scores_gemma":[0.9972645,0.0001469381,0.0005275983,0.0001231774,0.001462434,0.0004753836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004233304,0.00005951129,0.9958686,0.00008027219,0.00008476453,0.00004474626,0.0004383096,0.00002790893,0.00007925599,0.00003225735,0.001255646,0.001986482],"study_design_scores_gemma":[0.00001325766,0.00003418493,0.9982632,0.00004429157,0.0000510417,0.00003885504,0.0006345409,0.0001247553,0.00002579437,0.000006812767,0.0007544086,0.000009013511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780914,0.001968667,0.000286495,0.0005899826,0.000044567,0.000277029,0.01534369,0.00002608404,0.003372152],"genre_scores_gemma":[0.98891,0.001895713,0.0007043483,0.0005753146,0.00002785698,0.0001586298,0.006671819,0.000009919489,0.001046357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02786271,"threshold_uncertainty_score":0.202159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1159265422136475,"score_gpt":0.4472550242792562,"score_spread":0.3313284820656087,"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."}}