{"id":"W4233769601","doi":"10.1503/cmaj.050309","title":"Avian influenzavirus: Are we prepared?","year":2005,"lang":"en","type":"editorial","venue":"Canadian Medical Association Journal","topic":"Infectious Encephalopathies and Encephalitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web; Data science","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002206444,0.0004118003,0.0008789897,0.0004786699,0.000518546,0.0002326206,0.0003680384,0.003868704,0.0094265],"category_scores_gemma":[0.01017293,0.0003882946,0.0004032562,0.0003439799,0.00008664108,0.0001826044,0.00003370658,0.005843798,0.0007130273],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006337231,"about_ca_system_score_gemma":0.01677125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008622261,"about_ca_topic_score_gemma":0.09286566,"domain_scores_codex":[0.9925959,0.0002322709,0.001006978,0.0004094666,0.004632312,0.001123089],"domain_scores_gemma":[0.9928927,0.0004424946,0.0008616743,0.0002882959,0.001668083,0.003846692],"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":[0.00001681129,0.00003455757,0.005693323,0.00006572138,0.0002204614,0.001925603,0.0003755435,0.000002414894,3.197984e-7,0.000007768635,0.9714259,0.02023161],"study_design_scores_gemma":[0.001362883,0.0001383293,0.001438358,0.001358624,0.0001829033,0.0007823122,0.0003355006,0.00001861588,9.125874e-7,0.0000585805,0.9939613,0.0003616908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001063296,0.002588748,0.00001546898,0.02776188,0.95053,0.000304817,0.0004775081,0.0001024238,0.01715589],"genre_scores_gemma":[0.00106866,0.006597661,0.000069947,0.007590673,0.9767726,0.00002152867,0.0001548579,0.0000843456,0.007639733],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0842434,"threshold_uncertainty_score":0.9998569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007055436081538903,"score_gpt":0.2604371916760638,"score_spread":0.2533817555945249,"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."}}