{"id":"W4406501471","doi":"10.1016/j.ysur.2013.02.076","title":"10.1016/j.ysur.2013.02.076","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Dissection (medical); Sentinel node; General surgery; Surgery; Internal medicine; Cancer","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":[0.0006950966,0.001196367,0.0005466262,0.001763552,0.0007909194,0.002438938,0.0008350931,0.002906025,0.8379617],"category_scores_gemma":[0.0015508,0.0003830182,0.0006460767,0.0007901475,0.0008145052,0.002097826,0.001090141,0.001413922,0.74502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009431253,"about_ca_system_score_gemma":0.001289233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002798362,"about_ca_topic_score_gemma":0.002520009,"domain_scores_codex":[0.9996989,0.00002546633,0.00003017609,0.00008932683,0.00007990583,0.0000761902],"domain_scores_gemma":[0.9992132,0.0001550755,0.0001353185,0.00004523784,0.0001627599,0.00028845],"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":[0.0004168263,0.0003436107,0.01139349,0.0006206977,0.00006322515,0.0006957275,0.0001116432,0.0003476697,0.001041755,0.005018278,0.2126633,0.7672838],"study_design_scores_gemma":[0.0001069482,0.0002726393,0.01404712,0.001491231,0.0001074963,0.00831503,0.0004441995,0.0005984743,0.001079148,0.007420693,0.9660639,0.00005313611],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01507889,0.0320866,0.005040403,0.01477672,0.003916766,0.0001923005,0.006458648,0.002450781,0.9199989],"genre_scores_gemma":[0.04443395,0.0129782,0.003851326,0.003749604,0.001554293,0.000144376,0.003918002,0.0004847112,0.9288856],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1620383,"threshold_uncertainty_score":0.2311279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007441024213990834,"score_gpt":0.1975087031664096,"score_spread":0.1900676789524187,"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."}}