{"id":"W4406388685","doi":"10.1016/s2211-9698(23)42156-5","title":"10.1016/s2211-9698(23)42156-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Campylobacter; Medicine; Geography; Microbiology; Biology; Bacteria","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":[0.001266832,0.003118997,0.002085852,0.002753494,0.00227667,0.003998943,0.003751267,0.005696903,0.9909327],"category_scores_gemma":[0.001752907,0.001237382,0.001745926,0.002464804,0.001830455,0.005095182,0.003589225,0.002860904,0.9931392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001098642,"about_ca_system_score_gemma":0.001116467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004049081,"about_ca_topic_score_gemma":0.003764746,"domain_scores_codex":[0.9992903,0.00004809434,0.0000646589,0.0002490199,0.0001938853,0.000153927],"domain_scores_gemma":[0.9975355,0.0005489831,0.0001518706,0.0002798073,0.0004837653,0.001000117],"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":[0.0004570989,0.0002677827,0.0007265403,0.0007645952,0.00004356989,0.0002470178,0.0001061934,0.0004177541,0.002316307,0.004394142,0.3882295,0.6020294],"study_design_scores_gemma":[0.00005491137,0.0001089068,0.0006144743,0.0003147494,0.0000120556,0.0002542165,0.00008873751,0.0001288298,0.0002866187,0.0003624952,0.9977514,0.00002256819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004215434,0.000486308,0.0006376197,0.0003861495,0.0004778979,0.0001299015,0.0008234267,0.0008124446,0.9958246],"genre_scores_gemma":[0.0003497478,0.0001881509,0.0002803494,0.0001819226,0.00008797456,0.00005116323,0.0003096132,0.0001214389,0.9984296],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009067297,"threshold_uncertainty_score":0.01293331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01129349687700882,"score_gpt":0.1728609495462899,"score_spread":0.1615674526692811,"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."}}