{"id":"W6902574189","doi":"10.6084/m9.figshare.c.5910177","title":"Disease transmission and mass gatherings: a case study on meningococcal infection during Hajj","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Manitoba","funders":"","keywords":"Hajj; Outbreak; Mass gathering; Transmission (telecommunications); Neisseria meningitidis; Vaccination; Meningococcal disease; Population","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":[0.002833479,0.0004807138,0.0007172945,0.0009414801,0.0008704317,0.0008609421,0.001058986,0.001243703,0.004076732],"category_scores_gemma":[0.004879761,0.0003249395,0.002138324,0.001000123,0.0003867983,0.0005636321,0.0009889718,0.0009291623,0.0002912903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001312486,"about_ca_system_score_gemma":0.0008163339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03245357,"about_ca_topic_score_gemma":0.03498503,"domain_scores_codex":[0.9986091,0.00100286,0.00006195343,0.0001147545,0.00007105734,0.0001403643],"domain_scores_gemma":[0.9969742,0.002207427,0.0003277964,0.0002080851,0.0001410764,0.0001413482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00123482,0.001767186,0.7956535,0.001666759,0.005430047,0.05380023,0.003453098,0.08824507,0.0009321321,0.005190623,0.007120556,0.03550603],"study_design_scores_gemma":[0.000561179,0.003014886,0.4745842,0.002358586,0.00582595,0.0355717,0.02407833,0.4161857,0.002233654,0.01275463,0.02237031,0.0004609897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884976,0.001903235,0.004651478,0.001021497,0.00004191897,0.0001523674,0.001217113,0.00003278365,0.002481972],"genre_scores_gemma":[0.9960521,0.001020855,0.001971764,0.0001226416,0.00002245236,0.00004356552,0.0003732786,0.00001152714,0.0003818126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03245357,"threshold_uncertainty_score":0.06452936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03560730244231758,"score_gpt":0.2898834516494139,"score_spread":0.2542761492070963,"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."}}