{"id":"W3199513081","doi":"10.1093/dote/doab052.824","title":"824 MOLECULAR UNDERPINNINGS OF NEUROENDOCRINE DIFFERENTIATION IN ESOPHAGEAL ADENOCARCINOMA AND ITS PROGNOSTIC SIGNIFICANCE","year":2021,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Organoid; Transcriptome; Gene signature; Phenotype; Gene expression; Adenocarcinoma; Gene; Pathology; Biology; Medicine; Internal medicine; Cancer research; Genetics; Cancer","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":[0.0004020544,0.000138047,0.0002672804,0.0007989914,0.0001621696,0.0005857144,0.00009915471,0.00015272,0.001396118],"category_scores_gemma":[0.0007701963,0.00008972895,0.0002298413,0.001096075,0.000204783,0.0001762473,0.0002784724,0.0001924734,0.0003833214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001731943,"about_ca_system_score_gemma":0.0001456913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006068167,"about_ca_topic_score_gemma":0.001174499,"domain_scores_codex":[0.9998261,0.00003805944,0.00002491903,0.00003815945,0.00004863459,0.00002412169],"domain_scores_gemma":[0.9995807,0.0001168467,0.0001595573,0.00003148105,0.0000663525,0.00004505093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004073585,0.00002110099,0.9165503,0.0001519121,0.0001228174,0.0003722408,0.0000601184,0.0007119852,0.06587967,0.0001122303,0.0004297807,0.01518037],"study_design_scores_gemma":[0.000003585545,0.00005666824,0.9925784,0.00001560347,0.00004465141,0.0005967426,0.00008915523,0.001379577,0.003986822,0.0001445631,0.00109831,0.000005948062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940243,0.0018151,0.00109539,0.00007453137,0.00001000143,0.000009595107,0.002152606,0.00002532924,0.0007932681],"genre_scores_gemma":[0.9968038,0.000408257,0.0008651815,0.0000231711,0.000009878072,0.000008080059,0.001621054,0.000005133628,0.0002554898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001396118,"threshold_uncertainty_score":0.004670501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237625260848132,"score_gpt":0.2776718467294093,"score_spread":0.265295594120928,"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."}}