{"id":"W4406455860","doi":"10.1016/j.ymed.2016.06.010","title":"10.1016/j.ymed.2016.06.010","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Hepatitis Viruses Studies and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Reduction (mathematics); Hepatitis a virus; Virology; Virus","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002001983,0.0001467987,0.0004109291,0.00005362996,0.00008251902,0.000005898719,0.00008910079,0.00009664104,0.9965874],"category_scores_gemma":[0.0002277476,0.0001207851,0.00009121354,0.0001325987,0.00006013149,0.00003152057,0.00004462347,0.0001477489,0.9965749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005061071,"about_ca_system_score_gemma":0.00003749706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004005682,"about_ca_topic_score_gemma":0.000003493219,"domain_scores_codex":[0.9989191,0.00004971733,0.0002647463,0.0002509636,0.0001178686,0.0003975875],"domain_scores_gemma":[0.9992607,0.0001112816,0.000027591,0.000312679,0.00004715306,0.000240653],"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":[0.00008633917,0.00003845712,0.00002092173,0.00000824915,0.00003839588,0.00001841371,0.00001555567,0.000004443838,0.00002631816,9.315091e-7,0.6910704,0.3086716],"study_design_scores_gemma":[0.0004356585,0.0004092884,0.0009997898,0.00004195471,0.00004556361,0.00003041295,0.000001241109,0.00009821948,0.00001768327,0.00000682185,0.9977821,0.0001312789],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003774905,0.0002755122,0.000001393421,0.002694007,0.000003158966,0.0002249793,0.00001481589,0.000123903,0.9928873],"genre_scores_gemma":[0.0001197593,0.00003162819,0.0002381413,0.001145739,0.0003825781,0.00002782972,0.00002297423,0.00002643345,0.9980049],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3085403,"threshold_uncertainty_score":0.4925474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550852432929179,"score_gpt":0.2314001128155134,"score_spread":0.2158915884862216,"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."}}