{"id":"W4411657880","doi":"10.51847/8uhzmks","title":"10.51847/8uhzMKS","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Natural Antidiabetic Agents Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Exocrine pancreas; Pancreas; Endocrinology; Adult male; Internal medicine; Medicine; Chemistry","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":[0.00005473095,0.0001058175,0.0002005033,0.00004177538,0.00005612491,0.000006980743,0.0000659114,0.00004101517,0.9918603],"category_scores_gemma":[0.00004197321,0.00008098235,0.0000536604,0.0001553963,0.00003447291,0.00002583152,0.00003405227,0.00009121837,0.9859264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002697947,"about_ca_system_score_gemma":0.00001390151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008813856,"about_ca_topic_score_gemma":3.316516e-8,"domain_scores_codex":[0.9993063,0.00001100465,0.0001204413,0.0001669358,0.0001716507,0.0002236966],"domain_scores_gemma":[0.9996069,0.00002295685,0.00001260441,0.0001885038,0.00004380154,0.0001252326],"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":[0.000108174,0.00005287827,0.00000522426,0.00001061743,0.00004663485,0.00002190826,0.00001729962,0.000001092495,0.0002600772,7.338217e-7,0.1307341,0.8687413],"study_design_scores_gemma":[0.000407614,0.0002043923,0.001560607,0.00003291862,0.00005120895,0.0000162647,0.000001207256,0.00001828695,0.0001561106,0.000001738904,0.997452,0.00009761327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02059071,0.0002274481,1.158865e-7,0.002221201,0.000003159507,0.0002217547,0.000004471866,0.0001123798,0.9766188],"genre_scores_gemma":[0.003429874,0.000001559759,0.0002261006,0.0003596748,0.0001519191,0.00000869272,0.000008472535,0.00001533124,0.9957983],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8686436,"threshold_uncertainty_score":0.3302365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007491390384392117,"score_gpt":0.2050800319359163,"score_spread":0.1975886415515242,"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."}}