{"id":"W2794808601","doi":"10.2196/10618","title":"Evaluation of Acute Flaccid Paralysis (AFP) Surveillance System in Sukkur Division - Sindh Province, Pakistan, 2016","year":2018,"lang":"en","type":"article","venue":"Iproceedings","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acute flaccid paralysis; Poliomyelitis; Acute anterior poliomyelitis; Poliomyelitis eradication; Paralysis; Geography; Poliovirus; Socioeconomics; Medicine; Virology; Human immunodeficiency virus (HIV); Viral disease; Surgery; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.002646486,0.0001335332,0.0003654364,0.0003657375,0.0001133509,0.0000248484,0.0001127304,0.0001439298,0.0001121559],"category_scores_gemma":[0.0002251256,0.0001059663,0.00007882249,0.0007390836,0.0001851333,0.0002264538,0.00006764221,0.0001942075,0.0001059291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003359898,"about_ca_system_score_gemma":0.0002825442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003618215,"about_ca_topic_score_gemma":0.00007213724,"domain_scores_codex":[0.9982163,0.0000667473,0.0004200059,0.0003128429,0.0006848971,0.0002992332],"domain_scores_gemma":[0.9977849,0.00003138982,0.000157646,0.000214127,0.001754324,0.00005767962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008008644,0.000445688,0.6841223,0.0003925193,0.0006322684,0.00001303691,0.0008138107,0.000004010727,0.2524141,0.0007640882,0.003913044,0.05568429],"study_design_scores_gemma":[0.005656414,0.002693667,0.9109525,0.0009947604,0.0005477693,0.00007204495,0.001079227,0.01633449,0.05779456,0.0002088493,0.003310537,0.0003551494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876403,0.0003848312,0.00008700267,0.0002165051,0.0001332582,0.0005896704,0.000008027857,0.00005525508,0.01088521],"genre_scores_gemma":[0.9988613,0.00007308053,0.00008656559,0.0000201961,0.0001017293,0.00005048045,0.00001390572,0.00001700871,0.0007757792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2268302,"threshold_uncertainty_score":0.4321182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03039398174821234,"score_gpt":0.3667302398138952,"score_spread":0.3363362580656828,"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."}}