{"id":"W2070570285","doi":"10.12927/hcq.2008.19611","title":"ICES Report: Flu Shots in Canada: Are They Getting to Those Who Need Them Most?","year":2008,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Disaster Response and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Best practice; Medicine; Business; Medical emergency; Family medicine; Political science","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"],"consensus_categories":[],"category_scores_codex":[0.0008520641,0.0002821678,0.0005277868,0.0001928132,0.0007000387,0.00001488354,0.000326144,0.000135133,0.0001282895],"category_scores_gemma":[0.0001159681,0.0002557575,0.00005378271,0.0004033633,0.00001741155,0.0001722145,0.00007819403,0.000614042,0.0002307848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001035012,"about_ca_system_score_gemma":0.003632871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9062806,"about_ca_topic_score_gemma":0.9854714,"domain_scores_codex":[0.9957551,0.0008658482,0.001116546,0.0005768987,0.000552092,0.00113354],"domain_scores_gemma":[0.9977944,0.0003093959,0.0004187977,0.0008084328,0.0001897077,0.000479233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005064451,0.0001337899,0.5152519,0.001351473,0.00005588457,0.006761772,0.2808403,0.00001929855,0.00004356987,0.001725629,0.1260279,0.0672819],"study_design_scores_gemma":[0.0010387,0.000368547,0.5155562,0.00217649,0.00001388716,0.00008197531,0.3448282,0.00007720524,0.00000587554,0.0004663083,0.1347792,0.00060745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954847,0.0002344096,0.00004906319,0.02973462,0.0009301215,0.001686418,0.00003947262,0.0001135924,0.01236525],"genre_scores_gemma":[0.9775991,0.00003893823,0.0001673874,0.01606749,0.0002839788,0.000409545,0.0000253063,0.00005080138,0.00535743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07919083,"threshold_uncertainty_score":0.9999894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08090578791346867,"score_gpt":0.3737090130567881,"score_spread":0.2928032251433195,"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."}}