{"id":"W2891487475","doi":"10.23889/ijpds.v3i4.997","title":"Point of Care (POC) Influenza Immunization for Pregnant Women, Calgary Zone, Alberta Health Services","year":2018,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Influenza vaccine; Immunization; Influenza season; Flu season; Pediatrics; Pharmacy; Ambulatory care; Pregnancy; Family medicine; Public health; Cohort; Health care; Vaccination; Environmental health; Nursing; Virology; Immunology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007368712,0.0004369504,0.0001789092,0.0009717987,0.001892951,0.001278297,0.001391609,0.0003848781,0.009585167],"category_scores_gemma":[0.001891794,0.0002730648,0.0002271072,0.002034071,0.0005468255,0.0002970131,0.001113473,0.0005525514,0.0008127766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02262124,"about_ca_system_score_gemma":0.04710482,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9831791,"about_ca_topic_score_gemma":0.9868826,"domain_scores_codex":[0.9990693,0.00009657717,0.00004251923,0.0001369849,0.0003822799,0.0002723636],"domain_scores_gemma":[0.9987209,0.0001232206,0.0001290719,0.00002665203,0.0005284684,0.0004715799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006542398,0.0004093566,0.7267309,0.0009300321,0.00009348473,0.0008650586,0.001001168,0.001882463,0.00116226,0.001539674,0.1001537,0.1645776],"study_design_scores_gemma":[0.0001260499,0.0001823779,0.980411,0.0002860862,0.00005858059,0.0002439941,0.001387489,0.001228961,0.000231371,0.0002257298,0.01560065,0.00001770772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7603574,0.01051429,0.001622797,0.009226191,0.0004831199,0.003616607,0.09667978,0.0004396954,0.1170601],"genre_scores_gemma":[0.8896841,0.01099939,0.006745676,0.003774533,0.000234119,0.001458997,0.03534458,0.00004950085,0.05170921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02262124,"threshold_uncertainty_score":0.1641294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08915574594241656,"score_gpt":0.4654501081868341,"score_spread":0.3762943622444175,"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."}}