{"id":"W4404567853","doi":"10.1186/s12876-024-03502-6","title":"Long-term outcomes of additional surgery versus surveillance-only clinical decision for early colorectal cancer patients after non-curative endoscopic resection: a meta-analysis","year":2024,"lang":"en","type":"review","venue":"BMC Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Colorectal cancer; Hepatology; Internal medicine; Subgroup analysis; Publication bias; Cochrane Library; MEDLINE; Surgery; Cancer; General surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0164919,0.003398028,0.01956593,0.004281909,0.000600997,0.003634589,0.002106274,0.002940497,0.00243727],"category_scores_gemma":[0.02813443,0.001633552,0.06990141,0.003644783,0.0006702314,0.001740594,0.001443882,0.002354153,0.0002298361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002315921,"about_ca_system_score_gemma":0.002310765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004946143,"about_ca_topic_score_gemma":0.0081956,"domain_scores_codex":[0.9905867,0.005232392,0.002121734,0.001013539,0.0007423301,0.0003033089],"domain_scores_gemma":[0.9849326,0.01089683,0.002359486,0.0005438427,0.0009509479,0.0003162569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.005771582,0.00005169501,0.00304422,0.06412818,0.9216469,0.00007625643,0.0000502031,0.0006536187,0.0001676206,0.00005709497,0.0001367452,0.004215934],"study_design_scores_gemma":[0.0006081422,0.0003336491,0.001682851,0.002754753,0.9939673,0.0000341584,0.0000206011,0.0001988398,0.00006114999,0.00007290023,0.0002531903,0.00001245554],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02492958,0.9722149,0.001137314,0.0002660201,0.0003075968,0.0003986135,0.0004081939,0.00003712242,0.0003006215],"genre_scores_gemma":[0.604548,0.3867078,0.003765793,0.00114702,0.0005144941,0.001533565,0.001118985,0.00004373994,0.0006205661],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01956593,"threshold_uncertainty_score":0.08721858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1438816605540447,"score_gpt":0.4247459435463402,"score_spread":0.2808642829922954,"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."}}