{"id":"W4229810330","doi":"10.1007/978-3-319-17497-6_9","title":"Oesophageal Cancer","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Cancer; Internal medicine","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":[0.0002548652,0.0005862371,0.0004342305,0.001058629,0.0005373173,0.001455797,0.0004006126,0.0008056401,0.06417844],"category_scores_gemma":[0.0005947746,0.0001815545,0.0002982728,0.0009389946,0.0005727772,0.001274983,0.001232952,0.001786216,0.03655589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008614529,"about_ca_system_score_gemma":0.001130533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001813946,"about_ca_topic_score_gemma":0.005970975,"domain_scores_codex":[0.9998603,0.0000233869,0.00000734687,0.00002112714,0.00007123014,0.00001653903],"domain_scores_gemma":[0.9999198,0.00002366218,0.000004926702,0.00001022234,0.00002599273,0.00001550168],"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":[0.00001263186,0.00002471759,0.00009323491,0.000357409,0.000004919964,0.0001102289,0.0001631663,0.0001290752,0.0004977281,0.03416042,0.6063356,0.3581109],"study_design_scores_gemma":[0.000001122949,0.000004936768,0.00009459,0.0001584451,0.000001576049,0.0001407073,0.00002448101,0.00001290943,0.00004925127,0.00281977,0.9966905,0.000001687722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004237285,0.09925465,0.001801272,0.004804608,0.009453494,0.00004811424,0.0002755116,0.0001198732,0.8838188],"genre_scores_gemma":[0.002616876,0.06192158,0.001197105,0.004079646,0.002304578,0.0000387607,0.0003178745,0.00005659103,0.927467],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06417844,"threshold_uncertainty_score":0.2146983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0875573972700609,"score_gpt":0.3733351063191706,"score_spread":0.2857777090491097,"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."}}