{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006031191,0.0001520442,0.0002868326,0.0002254559,0.0007834826,0.0001765928,0.0003554421,0.00006793531,0.0005470188],"category_scores_gemma":[0.0005481419,0.0001049198,0.00004951366,0.000275482,0.0001658129,0.0003690492,0.0003128465,0.0001759674,0.0002819924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001339033,"about_ca_system_score_gemma":0.001554142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.619825,"about_ca_topic_score_gemma":0.4992603,"domain_scores_codex":[0.9982632,0.000122702,0.000321228,0.0003467643,0.0004282125,0.000517889],"domain_scores_gemma":[0.9984159,0.00005733383,0.00007842659,0.0004685999,0.0005529893,0.0004267069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001384307,0.00005397179,0.9857714,0.00002680547,0.0001032737,0.00001884126,0.009956387,0.000003337617,0.00004113688,0.00004370046,0.001405533,0.002437216],"study_design_scores_gemma":[0.002969561,0.0004873909,0.9771317,0.00007654615,0.000008682757,0.000004834953,0.005315185,0.000002558447,0.00003722753,0.000005773741,0.01383782,0.000122672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897381,0.0006363898,0.000009198066,0.0005341211,0.0001423416,0.002542991,0.00009759305,0.00004507666,0.006254205],"genre_scores_gemma":[0.9960245,0.00002654335,0.00008151447,0.001634001,0.0001402907,0.0001774183,0.00002409581,0.00003265629,0.001858913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1205647,"threshold_uncertainty_score":0.6025993,"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."}}