{"id":"W4411658949","doi":"10.51847/wapgp7b","title":"10.51847/WAPGP7B","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Diabetes Management and Education","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Medicine; Traditional medicine; Family medicine; Optometry; Gerontology; Endocrinology","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":["insufficient_payload"],"category_scores_codex":[0.0007286019,0.001358713,0.0005991825,0.001681414,0.001265753,0.00312825,0.001259236,0.003470661,0.951476],"category_scores_gemma":[0.001366307,0.0004425411,0.0005375241,0.001660713,0.0008314743,0.002528771,0.002190774,0.001554206,0.9606569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005855745,"about_ca_system_score_gemma":0.0007785603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003000322,"about_ca_topic_score_gemma":0.002324058,"domain_scores_codex":[0.9995015,0.00007624536,0.00004549819,0.0001247818,0.0001310095,0.0001209459],"domain_scores_gemma":[0.9988478,0.0001959102,0.00008438361,0.0001844261,0.0003221916,0.0003652175],"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":[0.0003364573,0.0003081539,0.001722284,0.0002909938,0.00002182937,0.0004652552,0.0001310134,0.0001738646,0.001990794,0.003624144,0.2717009,0.7192342],"study_design_scores_gemma":[0.00005476436,0.00008514496,0.001985173,0.000272506,0.00001207739,0.0005680632,0.0001508752,0.0002306436,0.0006420118,0.00150994,0.9944741,0.00001473857],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003053544,0.0007816012,0.001850033,0.00266739,0.001240716,0.0001523637,0.001909696,0.001400345,0.9869443],"genre_scores_gemma":[0.004356834,0.0004659862,0.001079958,0.000833471,0.0001893656,0.00008983588,0.0009933928,0.0002236296,0.9917675],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04852402,"threshold_uncertainty_score":0.06921357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007355284619036843,"score_gpt":0.2038793615261288,"score_spread":0.1965240769070919,"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."}}