{"id":"W7095741100","doi":"","title":"RESEARCH H Molecular Epidemiology of","year":2013,"lang":"en","type":"article","venue":"","topic":"Virus-based gene therapy research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outbreak; Molecular epidemiology; Serotype; Disease; Epidemiology; Respiratory tract infections; Genome","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000668522,0.0004791273,0.0002976515,0.002177206,0.0006120045,0.0008745901,0.0004756355,0.0007066672,0.009469822],"category_scores_gemma":[0.001055889,0.0002167781,0.0004281544,0.001043562,0.0002590861,0.0004553842,0.000520615,0.0007847908,0.002402294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001043665,"about_ca_system_score_gemma":0.001005727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02643159,"about_ca_topic_score_gemma":0.01457216,"domain_scores_codex":[0.9990299,0.0001972399,0.000117066,0.0002108091,0.0002095729,0.0002353725],"domain_scores_gemma":[0.9992779,0.00004637921,0.0001686414,0.00004810663,0.0003107202,0.0001483461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003087994,0.0002619776,0.8791916,0.0005289253,0.000190787,0.001132441,0.000681695,0.0002780189,0.009442202,0.002174243,0.03476725,0.07104208],"study_design_scores_gemma":[0.00004397248,0.0005227231,0.8720773,0.001246242,0.00009077693,0.003979762,0.00279756,0.001102559,0.002185412,0.0007619333,0.1151627,0.0000291157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8073952,0.02573816,0.005946838,0.004839649,0.001349587,0.00142034,0.04572993,0.0003279369,0.1072523],"genre_scores_gemma":[0.9409608,0.01059245,0.002856334,0.002060392,0.0004357747,0.0003412104,0.02151782,0.00003791219,0.02119733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02643159,"threshold_uncertainty_score":0.0525555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07090056166656941,"score_gpt":0.4112805204393969,"score_spread":0.3403799587728276,"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."}}