{"id":"W2122338812","doi":"10.1017/s1049023x12001707","title":"Minimum Data Set for Mass-Gatherings Health Research and Evaluation: A Response","year":2013,"lang":"en","type":"letter","venue":"Prehospital and Disaster Medicine","topic":"Travel-related health issues","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Victoria","funders":"","keywords":"Content (measure theory); Computer science; Set (abstract data type); Action (physics); Information retrieval; Mathematics","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":[0.1200513,0.001345764,0.0030919,0.00229568,0.009767171,0.008634964,0.007822222,0.1149423,0.004980211],"category_scores_gemma":[0.2747915,0.002137232,0.004443975,0.002670583,0.01176423,0.01312467,0.008767718,0.1039928,0.003170408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01539884,"about_ca_system_score_gemma":0.03594226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01962745,"about_ca_topic_score_gemma":0.01929778,"domain_scores_codex":[0.9038192,0.05375574,0.01532811,0.005695414,0.01777402,0.003627442],"domain_scores_gemma":[0.6405743,0.2802466,0.01009082,0.007516547,0.0484902,0.01308162],"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":[0.000131741,0.0001042022,0.001110956,0.000172695,0.00003542054,0.001027625,0.00085482,0.0002106422,0.0002588565,0.01597402,0.9637958,0.0163233],"study_design_scores_gemma":[0.0005327434,0.0002485509,0.002139254,0.001916366,0.00006975095,0.001406033,0.002418248,0.002172518,0.0004702343,0.03283355,0.9554726,0.000320184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002156889,0.0002250839,0.0004305394,0.9948084,0.003795606,0.00004296624,0.00004958537,0.00001981074,0.0004123676],"genre_scores_gemma":[0.001688215,0.0001874252,0.001873,0.9895293,0.005684383,0.0002659138,0.00002947385,0.00002177217,0.0007204214],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1200513,"threshold_uncertainty_score":0.6348996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4101551469135215,"score_gpt":0.4884109021545002,"score_spread":0.07825575524097872,"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."}}