{"id":"W3013311028","doi":"10.14740/wjon1254","title":"Esophageal Cancer: An Updated Surveillance Epidemiology and End Results Database Analysis","year":2020,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":320,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Adenocarcinoma; Hazard ratio; Cancer; Surveillance, Epidemiology, and End Results; Epidemiology; Internal medicine; Incidence (geometry); Stage (stratigraphy); Confidence interval; Esophageal cancer; Oncology; Carcinoma; Gastroenterology; Cancer registry","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":[],"consensus_categories":[],"category_scores_codex":[0.003031204,0.000799218,0.001939139,0.006243486,0.0003149366,0.001070783,0.0007876051,0.0005797946,0.002068307],"category_scores_gemma":[0.008126076,0.0005148952,0.001897972,0.0117602,0.0001471825,0.001026836,0.0007881562,0.0008572461,0.000646956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001168616,"about_ca_system_score_gemma":0.002313758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01505916,"about_ca_topic_score_gemma":0.01417498,"domain_scores_codex":[0.9967584,0.0006099686,0.001226311,0.0005740093,0.0006406813,0.000190659],"domain_scores_gemma":[0.9944474,0.0008098561,0.002364308,0.0004368671,0.001692314,0.0002493221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001273168,0.0001813091,0.8579398,0.004908291,0.003725789,0.0003704298,0.0002336913,0.001768655,0.0006755333,0.0008438653,0.092419,0.03566037],"study_design_scores_gemma":[0.0004370082,0.0001567055,0.9627164,0.0008781164,0.001862774,0.0008055441,0.0002103423,0.001983097,0.000326556,0.0003077761,0.0302589,0.00005673453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1184572,0.00696346,0.003088461,0.0004616409,0.0001145826,0.001016581,0.8665531,0.0002509753,0.003093874],"genre_scores_gemma":[0.1998126,0.00503972,0.008597719,0.0005263371,0.000102072,0.002815059,0.7820709,0.00007736467,0.000958146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01505916,"threshold_uncertainty_score":0.02994305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07518533476510329,"score_gpt":0.4153740239959077,"score_spread":0.3401886892308044,"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."}}