{"id":"W4406489407","doi":"10.1016/j.ypat.2015.07.009","title":"10.1016/j.ypat.2015.07.009","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Coding (social sciences); Mechanism (biology); Quality (philosophy); Intensive care medicine; Statistics","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":[0.0007054248,0.001089896,0.0006023124,0.001555973,0.0009818171,0.003606073,0.001171972,0.003750014,0.9186516],"category_scores_gemma":[0.001670996,0.0004176869,0.0007058727,0.0007742742,0.0009472119,0.002416973,0.001606267,0.001722648,0.8847777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008488909,"about_ca_system_score_gemma":0.001427204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00224493,"about_ca_topic_score_gemma":0.0019898,"domain_scores_codex":[0.9997062,0.00002577836,0.00002241079,0.00008307178,0.00008471321,0.0000777453],"domain_scores_gemma":[0.9989899,0.0001566913,0.0001175776,0.00006251041,0.0001704063,0.0005029599],"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":[0.0002891622,0.0002866899,0.004480082,0.0004503702,0.00003701669,0.0004219108,0.0001276194,0.0002234388,0.0008523933,0.005549656,0.3430282,0.6442536],"study_design_scores_gemma":[0.00006898748,0.0001040915,0.00431347,0.0008822964,0.00004106859,0.002415108,0.0003142974,0.0002782734,0.0004603384,0.00532278,0.9857736,0.00002567143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005054145,0.0122095,0.003781516,0.01205689,0.003659586,0.0001233089,0.00345024,0.002511807,0.957153],"genre_scores_gemma":[0.01407557,0.005017131,0.002927492,0.002747816,0.0009089655,0.00009073991,0.002190627,0.0003873671,0.9716544],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08134836,"threshold_uncertainty_score":0.1160336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009248747461393942,"score_gpt":0.2300539138862586,"score_spread":0.2208051664248647,"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."}}