{"id":"W4406557822","doi":"10.1016/j.ymed.2014.06.017","title":"10.1016/j.ymed.2014.06.017","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Intensive care medicine; Internal medicine","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":[],"category_scores_codex":[0.0004785713,0.0007822742,0.001014031,0.001617772,0.0002540636,0.001420206,0.0008485997,0.001848814,0.2858878],"category_scores_gemma":[0.001319731,0.0002682265,0.0005596259,0.00215511,0.0003979402,0.001476889,0.0006968161,0.001374847,0.2098237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005102956,"about_ca_system_score_gemma":0.001038411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001700705,"about_ca_topic_score_gemma":0.001666916,"domain_scores_codex":[0.999868,0.00002314812,0.00001920861,0.00002511634,0.00004411849,0.00002037964],"domain_scores_gemma":[0.9995114,0.0001730187,0.0001140402,0.00001590377,0.0001171235,0.00006854776],"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":[0.0001768621,0.0000588818,0.0004621494,0.008488276,0.000117719,0.0001406543,0.00005526857,0.0001008087,0.0003164403,0.002093863,0.1274183,0.8605708],"study_design_scores_gemma":[0.00005390815,0.0000499667,0.001163556,0.007191203,0.0001078877,0.0009311624,0.00005612798,0.00003007436,0.00009356998,0.001054911,0.9892551,0.00001251124],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0004860378,0.9533827,0.0002701143,0.004024575,0.001900431,0.00002372365,0.0009643342,0.0001331668,0.03881489],"genre_scores_gemma":[0.0055145,0.9025174,0.0009766228,0.00343483,0.002301502,0.00007263647,0.001528228,0.00004461449,0.08360972],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7141122,"threshold_uncertainty_score":0.9563899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03849864783725104,"score_gpt":0.3170749905794882,"score_spread":0.2785763427422372,"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."}}