{"id":"W4406543377","doi":"10.1016/j.ysur.2015.03.205","title":"10.1016/j.ysur.2015.03.205","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Bowel preparation; Colectomy; Surgical site infection; General surgery; Intensive care medicine; Surgery; Internal medicine; Colonoscopy; Colorectal 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":[0.0006979487,0.001097385,0.0005038931,0.001810942,0.0009547781,0.0026867,0.0008731019,0.002910289,0.8818203],"category_scores_gemma":[0.001853837,0.0003832541,0.0006020884,0.000782882,0.000819759,0.0020702,0.001216508,0.001303465,0.7959771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008326795,"about_ca_system_score_gemma":0.001374368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002245037,"about_ca_topic_score_gemma":0.002336932,"domain_scores_codex":[0.9997156,0.00002743701,0.00002730855,0.00008059973,0.00007620455,0.00007292469],"domain_scores_gemma":[0.9990877,0.0001839988,0.0001509322,0.00004977939,0.0001802099,0.0003474673],"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":[0.0002934409,0.0003444116,0.009884761,0.0006692425,0.00004777175,0.0005231964,0.0001613493,0.000248672,0.0005534932,0.005324021,0.2811416,0.7008079],"study_design_scores_gemma":[0.0000929205,0.0002021465,0.01133597,0.001730426,0.00008219403,0.004998393,0.0006172927,0.0004535073,0.0005265193,0.007202751,0.9727146,0.00004336173],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009778386,0.02060168,0.003117721,0.01207586,0.003393695,0.0001613044,0.004484477,0.001871429,0.9445154],"genre_scores_gemma":[0.03310219,0.009631,0.002314799,0.003008598,0.001301935,0.0001300209,0.002561587,0.0003651853,0.9475847],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1181797,"threshold_uncertainty_score":0.1685691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00905292098648782,"score_gpt":0.2251017037975753,"score_spread":0.2160487828110875,"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."}}