{"id":"W7097694621","doi":"","title":"ISSUES ACROSS THE INTERNATIONAL","year":2006,"lang":"en","type":"article","venue":"","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Public health; Health care; Qualitative research; Public health surveillance; Communicable disease; Healthcare system; Government (linguistics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01289877,0.0003874558,0.0003264983,0.001402729,0.0107853,0.01303881,0.001636308,0.003371643,0.009598712],"category_scores_gemma":[0.02122792,0.0003582284,0.0004480259,0.002738985,0.007111877,0.01107,0.009948242,0.004767732,0.0006735721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005367095,"about_ca_system_score_gemma":0.007220503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0116262,"about_ca_topic_score_gemma":0.007661976,"domain_scores_codex":[0.9876758,0.006711968,0.000744269,0.001364955,0.00136364,0.002139407],"domain_scores_gemma":[0.9868814,0.005470817,0.001795915,0.001203227,0.002371307,0.002277437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004569485,0.0001333528,0.03787259,0.0004831531,0.00004618052,0.002641817,0.3868893,0.0003720502,0.001053097,0.3736997,0.04771153,0.1490516],"study_design_scores_gemma":[0.000007792929,0.00004735668,0.01434094,0.0008206613,0.00002228645,0.001031521,0.4900723,0.0001603708,0.0003425903,0.02527808,0.4678504,0.00002578112],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2563826,0.01532322,0.01401746,0.2825822,0.002983425,0.0001922607,0.0002838081,0.0001306284,0.4281043],"genre_scores_gemma":[0.9672279,0.003513763,0.00291538,0.01121611,0.0004681322,0.0001379693,0.0001246286,0.00004996966,0.01434622],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9904013,"threshold_uncertainty_score":0.06821603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100842430782242,"score_gpt":0.3237090117684314,"score_spread":0.3127005874606089,"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."}}