{"id":"W4411658496","doi":"10.51847/mvboxdj","title":"10.51847/MVBOXDJ","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Natural Antidiabetic Agents Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Berberine; In vitro; Traditional medicine; Chemistry; Chromatography; Pharmacology; Medicine; Biochemistry","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":[0.00005448968,0.0001062269,0.0002021619,0.00004206661,0.00005395531,0.000006859487,0.00006579594,0.00003914764,0.992417],"category_scores_gemma":[0.00004276067,0.00008133103,0.00005377627,0.0001621282,0.00003417708,0.0000264512,0.00003387512,0.00008725598,0.9863405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002725285,"about_ca_system_score_gemma":0.00001426286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008219094,"about_ca_topic_score_gemma":2.821214e-8,"domain_scores_codex":[0.9993046,0.00001114591,0.0001209556,0.0001655441,0.0001734386,0.0002243208],"domain_scores_gemma":[0.9996096,0.00002348237,0.00001263181,0.0001862083,0.00004397345,0.000124121],"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":[0.0001119675,0.0000571354,0.000005264385,0.00001127254,0.00004804278,0.00002266881,0.00001397749,0.000001107018,0.0002659376,0.000001048486,0.1330303,0.8664313],"study_design_scores_gemma":[0.0004170188,0.0002042389,0.001493541,0.00003323721,0.00005129499,0.00001614336,0.000001161758,0.00001609599,0.0001623461,0.000001567824,0.9975055,0.00009787934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02039155,0.0002389084,1.022856e-7,0.002137824,0.000003078191,0.0002216344,0.000004435367,0.0001118212,0.9768906],"genre_scores_gemma":[0.003211169,0.000001706839,0.0002322489,0.0003872731,0.0001517931,0.000009049966,0.000008299858,0.00001536902,0.9959831],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8663334,"threshold_uncertainty_score":0.3316583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007468777945123761,"score_gpt":0.204989762127175,"score_spread":0.1975209841820512,"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."}}