{"id":"W2015816512","doi":"10.1016/j.clon.2010.02.005","title":"Preoperative or Postoperative Therapy for Resectable Oesophageal Cancer: an Updated Practice Guideline","year":2010,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cancer Care Ontario; Princess Margaret Cancer Centre; University Health Network; McMaster University; London Health Sciences Centre","funders":"Pfizer","keywords":"Medicine; Guideline; MEDLINE; Systematic review; Cochrane Library; Randomized controlled trial; Adverse effect; Meta-analysis; Clinical trial; Evidence-based medicine; General surgery; Intensive care medicine; Family medicine; Alternative medicine; Surgery; Internal medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003264969,0.0009912933,0.002107519,0.002365172,0.0007384852,0.001034765,0.002039323,0.004530917,0.002522455],"category_scores_gemma":[0.009179931,0.0006006185,0.002052446,0.002627831,0.0005911489,0.0011411,0.001011207,0.005412134,0.001956466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002000059,"about_ca_system_score_gemma":0.005931393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01364033,"about_ca_topic_score_gemma":0.04575697,"domain_scores_codex":[0.9971674,0.0006509786,0.0009533816,0.0001302038,0.0009143381,0.0001836486],"domain_scores_gemma":[0.9919931,0.00207794,0.001337656,0.000177692,0.003823757,0.0005898687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001595232,0.0003193365,0.006721583,0.002436487,0.0002971545,0.0008575173,0.0001549091,0.001538223,0.001216478,0.001000794,0.699441,0.285857],"study_design_scores_gemma":[0.0007585426,0.0003885173,0.03947541,0.01116691,0.001569376,0.004247779,0.0003710654,0.003233217,0.00168035,0.002735476,0.9342482,0.0001251623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02421827,0.2546795,0.06492705,0.4933502,0.03412556,0.003962422,0.01329764,0.00199669,0.1094427],"genre_scores_gemma":[0.09877139,0.3361758,0.2533444,0.1925343,0.01628174,0.007181875,0.0358112,0.0006044894,0.0592948],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01364033,"threshold_uncertainty_score":0.02712184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1353162500705552,"score_gpt":0.5550871209284955,"score_spread":0.4197708708579403,"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."}}