{"id":"W4248154361","doi":"10.3821/1913-701x-141.6.321","title":"Influenza: Heading into Flu Season with New Vaccine","year":2008,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Heading (navigation); Flu season; Influenza season; Virology; Medicine; Coronavirus disease 2019 (COVID-19); Influenza vaccine; Vaccination; Geography; Infectious disease (medical specialty); Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.008545927,0.0003807908,0.0006764064,0.001293947,0.002884231,0.00215656,0.0007822921,0.002168908,0.01054667],"category_scores_gemma":[0.01381813,0.0003004808,0.0006235535,0.003055371,0.0007194438,0.001567335,0.0008145762,0.002127927,0.001354945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009014765,"about_ca_system_score_gemma":0.04193527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6307009,"about_ca_topic_score_gemma":0.7877392,"domain_scores_codex":[0.9960825,0.001646068,0.0003068515,0.0001788134,0.001064971,0.000720722],"domain_scores_gemma":[0.9905562,0.002013571,0.0009722111,0.0003202608,0.003020517,0.003117289],"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":[0.01050819,0.002207659,0.2860605,0.00481698,0.0006302031,0.0004738711,0.003532057,0.0001992766,0.00194808,0.00524556,0.367368,0.3170097],"study_design_scores_gemma":[0.001496865,0.004876642,0.66947,0.003449563,0.001092766,0.0003145726,0.007489478,0.0001807472,0.001155381,0.0009469655,0.3094343,0.00009263158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.2868461,0.24982,0.001279345,0.2772398,0.03187683,0.003869375,0.02059942,0.0001418656,0.1283273],"genre_scores_gemma":[0.7041144,0.1033173,0.004051446,0.1226401,0.01389859,0.001391814,0.005931612,0.00007541633,0.04457946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6307009,"threshold_uncertainty_score":0.7429479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09746223467970921,"score_gpt":0.3457326816600528,"score_spread":0.2482704469803436,"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."}}