{"id":"W4406508012","doi":"10.1016/s0292-062x(10)48066-6","title":"10.1016/s0292-062x(10)48066-6","year":2000,"lang":"en","type":"article","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":"Varices; Medicine; Internal medicine","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":[0.001058275,0.002318146,0.001519549,0.002598082,0.00215429,0.00335379,0.002801329,0.005096106,0.9892156],"category_scores_gemma":[0.001744892,0.0007556745,0.0013041,0.002061627,0.001608305,0.004079907,0.00303842,0.002397473,0.9916627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009688774,"about_ca_system_score_gemma":0.001080223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003132238,"about_ca_topic_score_gemma":0.003000183,"domain_scores_codex":[0.9993128,0.00004605695,0.00005919184,0.0002202791,0.0002025982,0.0001591184],"domain_scores_gemma":[0.9977539,0.0005454836,0.000165612,0.0002204863,0.0004722087,0.0008423362],"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":[0.0003415635,0.0002105651,0.0007823834,0.0005514988,0.00002717616,0.0002572608,0.00009319758,0.0003754462,0.001601889,0.005639966,0.3250597,0.6650593],"study_design_scores_gemma":[0.00004594233,0.0001181516,0.000751091,0.0002654371,0.00001005602,0.0003491735,0.00008796108,0.0001561292,0.0002941107,0.0006499543,0.9972547,0.0000173535],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003551578,0.0004132027,0.0005152521,0.0004052563,0.0003226503,0.00008899239,0.0005284064,0.0006102953,0.9967609],"genre_scores_gemma":[0.0005407797,0.0001694946,0.0003256446,0.0001768637,0.00008057324,0.00004326411,0.0002958215,0.0001131463,0.9982545],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01078445,"threshold_uncertainty_score":0.01538271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007404577875625232,"score_gpt":0.2012094902060558,"score_spread":0.1938049123304306,"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."}}