{"id":"W4411618616","doi":"10.51847/knseglp","title":"10.51847/KnsEgLP","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acute gastroenteritis; Antibiotics; Medicine; Intensive care medicine; Virology; Microbiology; Biology","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":[0.0005278279,0.0009859218,0.0004065363,0.001462275,0.00088691,0.001970849,0.0008468344,0.001863222,0.9275452],"category_scores_gemma":[0.0009398919,0.0002580586,0.0003639214,0.001120152,0.0005573704,0.001435231,0.001494197,0.0009610022,0.9360616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005926769,"about_ca_system_score_gemma":0.0006952507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002814513,"about_ca_topic_score_gemma":0.002217193,"domain_scores_codex":[0.9995779,0.00006020696,0.00003515366,0.0001204149,0.0001032385,0.0001030449],"domain_scores_gemma":[0.9991488,0.0001520043,0.00006930174,0.00008966309,0.0002196758,0.000320547],"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":[0.0003720791,0.0005010371,0.006472507,0.0002766656,0.00002183725,0.0008016288,0.0002099652,0.0002056326,0.002402384,0.002220209,0.162836,0.82368],"study_design_scores_gemma":[0.00009618589,0.0001996105,0.009738367,0.0004380995,0.00002220322,0.001890313,0.0004041148,0.0003214947,0.0009433089,0.00140348,0.9845159,0.00002699774],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008994673,0.001142544,0.001464262,0.00247488,0.0008142763,0.0001369075,0.002772526,0.001598839,0.9806011],"genre_scores_gemma":[0.01056376,0.0006343803,0.001483492,0.001024621,0.0001729996,0.00008057306,0.001620139,0.0001925257,0.9842277],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07245475,"threshold_uncertainty_score":0.1033479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01366047967686792,"score_gpt":0.2531609399256793,"score_spread":0.2395004602488114,"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."}}