{"id":"W4317895500","doi":"10.1370/afm.21.s1.3998","title":"Patterns of High vs. Standard Dose Flu Vaccinations in Canadian Primary Care: A Baseline Cohort Pilot Study","year":2023,"lang":"en","type":"article","venue":"","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vaccination; Cohort; Comorbidity; Context (archaeology); Logistic regression; Population; Cohort study; Demography; Pediatrics; Internal medicine; Environmental health; Immunology","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":[0.002319517,0.0008383508,0.0008714359,0.001496246,0.004442987,0.00145393,0.002714276,0.00109696,0.00332563],"category_scores_gemma":[0.00559663,0.0008041698,0.001737552,0.004902606,0.0008184556,0.000855308,0.001837733,0.001497162,0.000704205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0348885,"about_ca_system_score_gemma":0.04217312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9898435,"about_ca_topic_score_gemma":0.9936005,"domain_scores_codex":[0.9970407,0.0001974003,0.000210501,0.0007672519,0.000850487,0.0009335576],"domain_scores_gemma":[0.9937794,0.0002630533,0.0008267348,0.0004639847,0.003220279,0.001446546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004315317,0.0002125733,0.9872936,0.0001269022,0.0002310108,0.0001084796,0.00155164,0.0001028746,0.0001939808,0.0001027755,0.006404578,0.003239976],"study_design_scores_gemma":[0.00006011088,0.0001112079,0.9972684,0.00004566144,0.00006167062,0.00004692212,0.0009880492,0.000183066,0.0000318671,0.00002040337,0.001164113,0.00001863134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473734,0.000519405,0.0002344112,0.0005395765,0.00003752049,0.0006030367,0.04875744,0.0000296912,0.001905514],"genre_scores_gemma":[0.9726976,0.0004434514,0.0008528915,0.0005125234,0.0000271195,0.0005788224,0.02382955,0.00001669732,0.001041407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0348885,"threshold_uncertainty_score":0.253135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03032027564109001,"score_gpt":0.3339363835163872,"score_spread":0.3036161078752971,"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."}}