{"id":"W4200357655","doi":"10.1093/bjs/znab382","title":"Neoadjuvant therapy <i>versus</i> direct to surgery for T4 colon cancer: meta-analysis","year":2021,"lang":"en","type":"review","venue":"British journal of surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Neoadjuvant therapy; Cochrane Library; Odds ratio; Meta-analysis; Colorectal cancer; Hazard ratio; MEDLINE; Cancer; Internal medicine; Surgical oncology; Radiation therapy; CINAHL; Oncology; Surgery; Confidence interval; Psychological intervention; Breast cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.002537448,0.0007295298,0.01789789,0.001199702,0.0001349007,0.0001881355,0.0002404406,0.0003998768,0.00178489],"category_scores_gemma":[0.001363909,0.0006150028,0.02777477,0.002845183,0.00006507311,0.0001551162,0.00007238545,0.0006275356,0.000009103171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007886973,"about_ca_system_score_gemma":0.003036739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004023141,"about_ca_topic_score_gemma":0.0001996074,"domain_scores_codex":[0.9940174,0.0006531002,0.002743822,0.0007533545,0.001115992,0.000716312],"domain_scores_gemma":[0.9862525,0.00935271,0.002011652,0.0004724853,0.001154477,0.0007561753],"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":[0.0005733434,0.0002868247,0.0001078322,0.001430133,0.2387962,0.005132797,0.00000677258,0.000004351518,1.844087e-7,2.565502e-7,0.04341213,0.7102491],"study_design_scores_gemma":[0.0005254667,0.0001431337,0.00007481761,0.00499094,0.2647031,0.001571,0.000005321661,2.609891e-7,0.000007308377,0.000001001386,0.727603,0.0003746279],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002941736,0.9946949,0.000019658,0.0003434411,0.002323402,0.001108275,0.0009738811,0.00003150327,0.0002107482],"genre_scores_gemma":[0.0001395743,0.9960756,0.0002034087,0.0004477891,0.001007497,0.0007019897,0.0002965199,0.0001489848,0.0009786898],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7098745,"threshold_uncertainty_score":0.9996302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3680546371096509,"score_gpt":0.43028196431175,"score_spread":0.06222732720209911,"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."}}