{"id":"W2400100445","doi":"10.1177/1715163516651630","title":"Protecting our patients by protecting ourselves","year":2016,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Government of Ontario","keywords":"Vaccination; Medicine; Respondent; Family medicine; Influenza vaccine; Pharmacist; Health care; Immunization; Public health; Certification; Community pharmacist; Influenza season; Environmental health; Nursing; Immunology; Pharmacy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.009052984,0.000951096,0.00107549,0.001005785,0.01135213,0.01260777,0.002169053,0.008668177,0.03421038],"category_scores_gemma":[0.03331369,0.0004075685,0.00110723,0.0009314074,0.01925335,0.01173772,0.01435901,0.01723659,0.01970345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003396598,"about_ca_system_score_gemma":0.01527949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004310761,"about_ca_topic_score_gemma":0.005328027,"domain_scores_codex":[0.9872501,0.006556104,0.000447216,0.001183565,0.002808491,0.001754421],"domain_scores_gemma":[0.9728208,0.004285386,0.00257508,0.003548519,0.004207237,0.01256294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004008297,0.0001947076,0.004254544,0.0003142276,0.00007356142,0.0007755178,0.01324912,0.00008248355,0.0005278724,0.01763846,0.8736838,0.08916578],"study_design_scores_gemma":[0.00001846315,0.00007917621,0.0008642736,0.0005819419,0.00002303107,0.001288212,0.007935616,0.00004117519,0.0001562633,0.0116602,0.9773202,0.00003149475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005997454,0.01854908,0.002760688,0.8467379,0.02948497,0.00008641227,0.00009509194,0.000375385,0.09591299],"genre_scores_gemma":[0.1128276,0.02967292,0.005391353,0.7335833,0.02879919,0.0002075601,0.0001955394,0.0003770012,0.08894551],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03421038,"threshold_uncertainty_score":0.1144451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06766847586408822,"score_gpt":0.3329000669779514,"score_spread":0.2652315911138632,"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."}}