{"id":"W2794923708","doi":"10.2196/10628","title":"Suspected Chikungunya Outbreak Investigation, District Gwadar Baluchistan Pakistan March 2017","year":2018,"lang":"en","type":"article","venue":"Iproceedings","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outbreak; Chikungunya; Epidemiology; Officer; Environmental health; Medicine; Geography; Virology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006034187,0.0002788079,0.0004274875,0.000432033,0.0004935354,0.0002676447,0.0004577285,0.0001696215,0.0008295368],"category_scores_gemma":[0.000579423,0.0002911522,0.0001287238,0.0007734173,0.0004275405,0.0004221387,0.00009750665,0.0002317662,0.001694503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002069655,"about_ca_system_score_gemma":0.00007520642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003617795,"about_ca_topic_score_gemma":0.00005137389,"domain_scores_codex":[0.9980302,0.00001063265,0.0007109028,0.0005673711,0.0001054765,0.0005753679],"domain_scores_gemma":[0.9987559,0.00006239583,0.0003869949,0.0003167466,0.0001769496,0.0003010242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003893728,0.0002249765,0.3565845,0.0001259094,0.0002217672,0.00002540898,0.01082409,5.764144e-7,0.004020255,0.2665181,0.3565242,0.004540884],"study_design_scores_gemma":[0.001341032,0.0005703063,0.476741,0.0001114487,0.00002712388,0.00004679528,0.0007529625,0.0006123502,0.002531236,0.05338347,0.4628048,0.001077491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8690571,0.000946203,0.0003418683,0.002339864,0.0005596462,0.0002885831,0.0003156575,0.000313737,0.1258374],"genre_scores_gemma":[0.985797,0.00012,0.0007283344,0.0003698214,0.0007554067,0.0000156071,0.00003793088,0.00005126103,0.01212466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2131346,"threshold_uncertainty_score":0.999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0327400098445409,"score_gpt":0.2683866075072791,"score_spread":0.2356465976627382,"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."}}