{"id":"W3087675773","doi":"10.1002/ijc.33299","title":"Optimal management of esophageal cancer in Africa: A systemic review of treatment strategies","year":2020,"lang":"en","type":"review","venue":"International Journal of Cancer","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of California, San Francisco; University of California Global Health Institute","keywords":"Medicine; Context (archaeology); Psychological intervention; Radiation therapy; Randomized controlled trial; Palliative care; MEDLINE; Systematic review; Esophageal cancer; Intensive care medicine; Cancer; Internal medicine","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":[0.007148649,0.001423806,0.004345868,0.009092381,0.0006593664,0.002346232,0.001530336,0.001550214,0.003366346],"category_scores_gemma":[0.0226144,0.0007443027,0.0036056,0.009288636,0.0008568729,0.002643304,0.001375186,0.001370476,0.0003731376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003974521,"about_ca_system_score_gemma":0.01103254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00604341,"about_ca_topic_score_gemma":0.01460148,"domain_scores_codex":[0.9956654,0.001847405,0.001500415,0.0002536852,0.00059245,0.0001407365],"domain_scores_gemma":[0.9889988,0.008004704,0.001654403,0.0001129366,0.001090811,0.0001382188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001889029,0.00003102225,0.0004303263,0.6183013,0.001344149,0.0001233148,0.0003613492,0.0003116911,0.0002399243,0.001255085,0.005306908,0.372106],"study_design_scores_gemma":[0.000120218,0.0002197474,0.002227332,0.8931424,0.00669995,0.0005386389,0.0005200346,0.0001093523,0.0001887464,0.0008777116,0.09532506,0.00003076877],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001144095,0.999312,0.00004135502,0.000277984,0.00006612012,0.00003231876,0.00002059771,0.000001323697,0.0001338678],"genre_scores_gemma":[0.001093543,0.9983248,0.0002560612,0.0001916773,0.00004015488,0.0000436758,0.00001858099,9.026399e-7,0.00003062418],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009092381,"threshold_uncertainty_score":0.03780615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06900461456611766,"score_gpt":0.4425964647407492,"score_spread":0.3735918501746315,"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."}}