{"id":"W3040322627","doi":"10.1007/978-3-030-46306-9_23","title":"Modelling Therapeutic Vaccines","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Medicine; Vaccination; Intensive care medicine; Context (archaeology); Disease; Tuberculosis; Infectious disease (medical specialty); Tuberculosis vaccines; Immunology; Mycobacterium tuberculosis; Biology","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":[0.0003323089,0.0008329854,0.0006409978,0.0004840811,0.0003952623,0.001258506,0.001069424,0.00164402,0.03426249],"category_scores_gemma":[0.001578263,0.0004299281,0.0007978148,0.0004396654,0.0008099496,0.001501936,0.0008996174,0.001167063,0.004062886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172048,"about_ca_system_score_gemma":0.0007289727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005996716,"about_ca_topic_score_gemma":0.004473079,"domain_scores_codex":[0.9997895,0.00008833827,0.000004909266,0.00003762879,0.00005499542,0.00002469734],"domain_scores_gemma":[0.9996445,0.0002385192,0.0000285513,0.00003150228,0.0000341558,0.00002261355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002316837,0.00004338902,0.0002536776,0.0001216698,0.00002807099,0.00006621553,0.00007360505,0.5029559,0.0008416593,0.4587023,0.01454858,0.02234175],"study_design_scores_gemma":[0.00001652533,0.00003807383,0.0001713225,0.00004821952,0.00001784092,0.00007869401,0.00004320845,0.511372,0.0004260057,0.4222853,0.06548659,0.00001629854],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02137974,0.003886911,0.3488714,0.004972219,0.0008988538,0.0001191885,0.001819652,0.0004640036,0.617588],"genre_scores_gemma":[0.3498463,0.005401115,0.06197142,0.001062836,0.0006277334,0.0004483131,0.001603065,0.0004565284,0.5785826],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03426249,"threshold_uncertainty_score":0.1146194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06707756671450121,"score_gpt":0.2870081056551588,"score_spread":0.2199305389406576,"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."}}