{"id":"W6945482837","doi":"10.26303/vzhp-6554","title":"BeLiv Canada Reviews: Can It Really Improve Blood Sugar?","year":2022,"lang":"en","type":"other","venue":"Kudos Innovations Ltd","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"MEDLINE; Government (linguistics); Key (lock); Work (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000183983,0.0003783031,0.0006880572,0.0003762367,0.0001393625,0.00001951842,0.0001905848,0.0001657065,0.02653938],"category_scores_gemma":[0.000245309,0.0003328972,0.0001083376,0.0009950948,0.00003887529,0.00001389043,0.00009298221,0.000409405,0.00005335163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006450777,"about_ca_system_score_gemma":0.001935783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5040617,"about_ca_topic_score_gemma":0.799087,"domain_scores_codex":[0.9980488,0.00004807599,0.0005961659,0.0005109045,0.0004708213,0.0003252381],"domain_scores_gemma":[0.9983395,0.00005329907,0.0003967602,0.0009400872,0.0001550478,0.0001153385],"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":[0.000003303309,0.0003275139,0.005377516,0.0001455736,0.0005500637,0.000133189,0.0000390274,1.153892e-7,0.00002885597,0.002324786,0.9860707,0.004999371],"study_design_scores_gemma":[0.000992474,0.0001479263,0.001437681,0.0003948302,0.0006765783,0.00003780195,0.00006120949,6.359813e-7,0.00005721325,0.00001613031,0.9959025,0.0002750662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004504727,0.008702911,0.000004146942,0.0257897,0.001219803,0.002877703,0.00174808,0.0001986527,0.9590085],"genre_scores_gemma":[0.002714642,0.003299384,0.0008619904,0.01409131,0.0009539364,0.001741161,0.004752142,0.0005551804,0.9710302],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2950253,"threshold_uncertainty_score":0.9999123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01990151606997148,"score_gpt":0.275490953128231,"score_spread":0.2555894370582595,"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."}}