{"id":"W6930376322","doi":"10.5281/zenodo.12766632","title":"CELLUCARE Reviews: Work, Benefits, Order, Price & Active Ingredients?","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insulin; Glucose meter; Blood sugar; Sugar; Control (management); Diabetes mellitus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001300891,0.001117809,0.0009062837,0.001869169,0.001205886,0.005147197,0.001315469,0.002920574,0.3935705],"category_scores_gemma":[0.006075673,0.0006013236,0.0009008723,0.00157653,0.0006265876,0.004497726,0.001723497,0.002571135,0.355666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008197106,"about_ca_system_score_gemma":0.001620465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00155436,"about_ca_topic_score_gemma":0.006183058,"domain_scores_codex":[0.9987414,0.0002505033,0.00009561116,0.0001115001,0.0006780733,0.0001228838],"domain_scores_gemma":[0.9973775,0.0005945244,0.0002072632,0.0001807856,0.001160125,0.0004798551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006556789,0.00006827684,0.00005198425,0.001131673,0.000007273111,0.00004422285,0.00007405559,0.00001031381,0.0009922046,0.001368772,0.8283772,0.1678085],"study_design_scores_gemma":[0.000009864752,0.00001969336,0.00006643133,0.000192132,0.0000030736,0.00003801284,0.00003049435,0.000003321573,0.0001237745,0.0001177216,0.999391,0.00000434536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001532655,0.1797276,0.002212992,0.03135489,0.06877417,0.0007470012,0.002469498,0.003792934,0.7093884],"genre_scores_gemma":[0.00582581,0.09288596,0.004495224,0.02731672,0.01592334,0.0005929807,0.00207804,0.001568094,0.8493137],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6064295,"threshold_uncertainty_score":0.864998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04545640740425835,"score_gpt":0.2733368267898094,"score_spread":0.2278804193855511,"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."}}