{"id":"W4406734663","doi":"10.1016/b978-1-4160-3159-8.50007-4","title":"10.1016/b978-1-4160-3159-8.50007-4","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Physical examination; History; Psychology; Medicine; Surgery","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":[0.0007072132,0.002050778,0.001268383,0.001727205,0.001188902,0.003664205,0.002621995,0.003759669,0.9779338],"category_scores_gemma":[0.001330375,0.0007040942,0.0007771415,0.001662603,0.001024801,0.003799914,0.00292747,0.002000678,0.9879507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007436359,"about_ca_system_score_gemma":0.0006863938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002321667,"about_ca_topic_score_gemma":0.002476838,"domain_scores_codex":[0.9996118,0.00002362516,0.00002206921,0.0001336152,0.0001359623,0.00007292588],"domain_scores_gemma":[0.9987374,0.0004106031,0.00007855096,0.0001603585,0.000232399,0.0003807073],"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":[0.0001460634,0.0001201913,0.0002714757,0.0004618288,0.00001453539,0.0001201202,0.00007435257,0.0002857878,0.002418876,0.006214429,0.34633,0.6435423],"study_design_scores_gemma":[0.00001566615,0.00004052921,0.0003716647,0.0002280109,0.000006251612,0.0001844072,0.00005251742,0.00009067414,0.0003047002,0.001076173,0.9976193,0.00001012826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001701056,0.0006113594,0.00086265,0.0002502841,0.000165298,0.00004409081,0.00062549,0.0008638306,0.9964069],"genre_scores_gemma":[0.0004129513,0.0002925363,0.0003797286,0.00009398405,0.00003015906,0.00002873846,0.0003863771,0.0001809673,0.9981946],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02206618,"threshold_uncertainty_score":0.03147471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01129243988760857,"score_gpt":0.2013584061972694,"score_spread":0.1900659663096609,"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."}}