{"id":"W4406501499","doi":"10.1016/j.ysur.2012.08.016","title":"10.1016/j.ysur.2012.08.016","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Malignancy; Esophagus; General surgery; Barrett's esophagus; Term (time); Surgery; Internal medicine; Cancer; Adenocarcinoma","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":[0.0007780438,0.001122343,0.000629834,0.00165188,0.0009485874,0.003016343,0.0009349603,0.003617759,0.9047328],"category_scores_gemma":[0.001865493,0.0004167729,0.000662706,0.0007194538,0.0007818376,0.002459494,0.001440046,0.001645384,0.8652218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008228484,"about_ca_system_score_gemma":0.001267924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002040833,"about_ca_topic_score_gemma":0.002196099,"domain_scores_codex":[0.9997186,0.00002308486,0.00002281924,0.00008037898,0.00008172064,0.00007342065],"domain_scores_gemma":[0.9989294,0.0001648295,0.0001442541,0.00006530616,0.0002146021,0.0004816566],"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":[0.0002861135,0.0002373867,0.004902047,0.0004159284,0.00003668216,0.0003663112,0.0001059201,0.0002325183,0.0008561238,0.004463429,0.3131635,0.6749341],"study_design_scores_gemma":[0.0000548311,0.0001331135,0.005760239,0.0007792934,0.0000399191,0.002791279,0.0002546674,0.0002418392,0.0004839522,0.003740952,0.985694,0.00002585928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006180791,0.01748077,0.003361186,0.01229689,0.003886112,0.0001210575,0.00406292,0.002129152,0.9504811],"genre_scores_gemma":[0.01306339,0.004712091,0.001959978,0.002302096,0.0008426929,0.00006990418,0.001999179,0.0003308566,0.9747199],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09526724,"threshold_uncertainty_score":0.1358871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114085495816215,"score_gpt":0.2450631753375315,"score_spread":0.23365462575591,"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."}}