{"id":"W2928324271","doi":"10.14740/gr1154","title":"Desmoplasia and Detached Papillae in Early Esophageal Adenocarcinoma: A Histologic Study on Endoscopic Submucosal Dissection Specimens","year":2019,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Desmoplasia; Medicine; Adenocarcinoma; Lymphovascular invasion; Dysplasia; Odds ratio; Pathology; Gastroenterology; Internal medicine; Cancer; Metastasis","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":[0.0006474985,0.000228255,0.0001620892,0.001497917,0.0002611781,0.0002459419,0.0001710485,0.000203749,0.0007491066],"category_scores_gemma":[0.0007900745,0.0002196453,0.0001840666,0.0006205949,0.000313354,0.0002817932,0.0003262982,0.0001477578,0.0001706863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001599606,"about_ca_system_score_gemma":0.0001637332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008343283,"about_ca_topic_score_gemma":0.001845682,"domain_scores_codex":[0.9997495,0.00004494292,0.00004906605,0.00004928244,0.00007625228,0.00003086111],"domain_scores_gemma":[0.9993597,0.000171281,0.0001940869,0.00004942769,0.0001257323,0.00009989535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003380206,0.00003926642,0.95084,0.00007159541,0.00004792801,0.001743586,0.000216745,0.00003601623,0.04163169,0.00001980854,0.00002704296,0.004988211],"study_design_scores_gemma":[0.000005930876,0.0002363795,0.9885805,0.00001228209,0.00003985375,0.006174089,0.0002603341,0.0001158492,0.004157203,0.00001283974,0.0004006768,0.000004092791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989347,0.0005473161,0.000249508,0.000002862283,0.000002218009,0.000009349636,0.00003094738,0.00000262406,0.0002203638],"genre_scores_gemma":[0.9987779,0.0003855252,0.0005745059,0.000006618541,0.000004413539,0.00000745958,0.00009178822,0.000001567537,0.0001502799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001497917,"threshold_uncertainty_score":0.003424346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0460442932264423,"score_gpt":0.3585266664109615,"score_spread":0.3124823731845192,"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."}}