{"id":"W2604358748","doi":"10.1007/978-3-319-44348-5_25","title":"Conclusion: “All Roads Lead to Rome”","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Postherpetic neuralgia; Medicine; Trigeminal neuralgia; Varicella zoster virus; Dermatology; Shingles; Population; Chickenpox; Intensive care medicine; Neuropathic pain; Surgery; Virus; Anesthesia; Immunology","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":[0.0008587316,0.0005659501,0.0003308374,0.0007659488,0.002012093,0.004324879,0.0009383748,0.003312248,0.05975747],"category_scores_gemma":[0.001718363,0.0001669319,0.000381615,0.0006454256,0.002219773,0.004913657,0.002255019,0.006273498,0.03400736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002473969,"about_ca_system_score_gemma":0.00330432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0051765,"about_ca_topic_score_gemma":0.01244952,"domain_scores_codex":[0.9994857,0.0001325162,0.00001704639,0.0000587221,0.0002279819,0.0000779794],"domain_scores_gemma":[0.9995787,0.0001575634,0.00001693324,0.00001906812,0.0001569489,0.00007088749],"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":[0.000005071966,0.000006370949,0.00001759923,0.00005657074,9.95018e-7,0.00002322526,0.0002038596,0.00002624344,0.000031215,0.06542268,0.9193274,0.01487872],"study_design_scores_gemma":[0.000001511745,0.000001794848,0.00002424833,0.00009465328,8.134232e-7,0.00002191085,0.0001603343,0.00001000687,0.00002270449,0.006468665,0.9931915,0.000001854374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004760801,0.01769955,0.001669824,0.1445673,0.07061712,0.00006392001,0.0002093108,0.0001637957,0.7645331],"genre_scores_gemma":[0.00351741,0.006238417,0.0007039427,0.07415117,0.007117877,0.00005434427,0.0001476885,0.0001755687,0.9078935],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05975747,"threshold_uncertainty_score":0.1999087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05239555605183704,"score_gpt":0.3340653467805463,"score_spread":0.2816697907287093,"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."}}