{"id":"W4406547684","doi":"10.1016/j.yobg.2013.05.074","title":"10.1016/j.yobg.2013.05.074","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Virology; Pandemic; Vaccination; Virus; Human mortality from H5N1; Influenza pandemic; Immunology; Coronavirus disease 2019 (COVID-19); Internal medicine; Disease; Infectious disease (medical specialty)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007336778,0.001065825,0.0006033455,0.001479548,0.001019789,0.002665231,0.0008612173,0.00364059,0.910125],"category_scores_gemma":[0.001239305,0.000469366,0.0004938721,0.0007141849,0.000858377,0.001838882,0.001256349,0.00151918,0.8666155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008328966,"about_ca_system_score_gemma":0.001417875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003251634,"about_ca_topic_score_gemma":0.003326085,"domain_scores_codex":[0.9997682,0.00002540517,0.000015265,0.00005968362,0.00006667154,0.00006482167],"domain_scores_gemma":[0.9990737,0.0001339683,0.0001088385,0.00004877377,0.0001990982,0.0004355311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003230343,0.0002860159,0.005182906,0.000357571,0.00003226679,0.0003087138,0.0001100502,0.00009463735,0.0006233783,0.003401768,0.3926768,0.5966029],"study_design_scores_gemma":[0.00008523482,0.0001610697,0.008890447,0.001111358,0.00003703108,0.001921072,0.0003376358,0.000156334,0.0003105736,0.003875879,0.983085,0.0000283564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004632353,0.01687218,0.001136062,0.01205971,0.003068521,0.0001012568,0.003144439,0.001156829,0.9578287],"genre_scores_gemma":[0.009901497,0.006095278,0.0009988453,0.002660408,0.0009609692,0.00006895859,0.001537842,0.0002064929,0.9775696],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08987504,"threshold_uncertainty_score":0.1281958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02953098806017689,"score_gpt":0.2820002708962214,"score_spread":0.2524692828360445,"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."}}