{"id":"W7162080327","doi":"10.82308/28021","title":"Assessing influenza vaccine uptake among older Canadian adults and identifying factors associated with low uptake","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multicenter study; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medical screening","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001501615,0.0004056252,0.0003495705,0.0011863,0.001599343,0.001169155,0.0009977425,0.0006210358,0.00184615],"category_scores_gemma":[0.005425564,0.0002447972,0.0006149922,0.002163583,0.0004341003,0.0005624906,0.0006294457,0.0005774785,0.0002225027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01006814,"about_ca_system_score_gemma":0.01942368,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9802769,"about_ca_topic_score_gemma":0.9841792,"domain_scores_codex":[0.9990271,0.00008361046,0.0000776017,0.0001272406,0.000349433,0.0003349059],"domain_scores_gemma":[0.9981336,0.0001887512,0.0004502848,0.00006671048,0.0008236486,0.0003370542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004494652,0.00002740815,0.9951492,0.00004956807,0.00003276962,0.00002016374,0.0003641125,0.00005245217,0.00009069044,0.00005296388,0.000453593,0.003662045],"study_design_scores_gemma":[0.000003631837,0.00003671908,0.9978825,0.00005168135,0.00002976881,0.00002405621,0.000930012,0.0002347009,0.00005011317,0.00001907447,0.0007312885,0.000006327009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910863,0.001425531,0.0002067712,0.0007013149,0.00002577638,0.00007613465,0.002685321,0.00001240746,0.003780507],"genre_scores_gemma":[0.9967385,0.0008504875,0.0004388799,0.0001779637,0.00001273488,0.0000418496,0.0009859864,0.000003519205,0.0007501293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01972306,"threshold_uncertainty_score":0.07304984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06466844233203799,"score_gpt":0.3754626124331664,"score_spread":0.3107941701011284,"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."}}