{"id":"W1987222497","doi":"10.1016/j.vaccine.2011.11.053","title":"“One-size fits all”?","year":2011,"lang":"en","type":"letter","venue":"Vaccine","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mathematics; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.006793968,0.001062808,0.001904993,0.0007946604,0.007112944,0.005997685,0.002379128,0.09227481,0.01259899],"category_scores_gemma":[0.02908466,0.001018335,0.001562732,0.0005884274,0.005504226,0.009534816,0.003647766,0.06363934,0.008633524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006504531,"about_ca_system_score_gemma":0.009082479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009616108,"about_ca_topic_score_gemma":0.02186769,"domain_scores_codex":[0.9935393,0.002729999,0.0005295351,0.0007504481,0.001332342,0.001118476],"domain_scores_gemma":[0.9918331,0.004062288,0.0005724334,0.0002302046,0.001033024,0.002269059],"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":[0.00006791318,0.00005960871,0.0006583717,0.0000527443,0.0000222709,0.001177969,0.0001286961,0.00008669964,0.0001331482,0.006446908,0.9817241,0.009441472],"study_design_scores_gemma":[0.0001899483,0.0001228829,0.001094191,0.0004467699,0.00004916546,0.001855252,0.001089435,0.0007932785,0.0001868284,0.0338496,0.9602073,0.0001153271],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001466689,0.0008019982,0.00007743984,0.991085,0.006029854,0.000006414734,0.00001590819,0.00001067099,0.001826146],"genre_scores_gemma":[0.00170402,0.0005439657,0.0001693006,0.9803923,0.01327683,0.0000176575,0.00001038287,0.00001064804,0.003874984],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.09227481,"threshold_uncertainty_score":0.04719394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03980990412662342,"score_gpt":0.2779034526582702,"score_spread":0.2380935485316468,"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."}}