{"id":"W1994398626","doi":"10.4021/gr2009.04.1282","title":"Esophageal Carcinoma with Triplicate Differentiation into Squamous Cell Carcinoma, Small Cell Carcinoma and Adenocarcinoma: a Case Report","year":2009,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adenocarcinoma; Esophagus; Medicine; Pathology; Cytokeratin; Carcinoma; Small-cell carcinoma; Biopsy; Internal medicine; Immunohistochemistry; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009422478,0.0006442254,0.0009804044,0.001219182,0.0006007719,0.0001260321,0.0004832883,0.00009982791,0.0000774135],"category_scores_gemma":[0.0002297881,0.0005459533,0.000177265,0.0006859112,0.0008453852,0.0002474773,0.0004706469,0.002122643,0.00004348223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003388026,"about_ca_system_score_gemma":0.0003858111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001052143,"about_ca_topic_score_gemma":0.0005007801,"domain_scores_codex":[0.9926713,0.0009519068,0.0008656108,0.001824722,0.001222634,0.002463826],"domain_scores_gemma":[0.9958457,0.0003076381,0.0002630888,0.001528736,0.0007895449,0.001265303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003688399,0.0006579442,0.6429562,0.0002907656,0.00001215863,0.3452087,0.0002785722,0.000002578459,0.006162815,0.00001024236,0.0004398358,0.0002918363],"study_design_scores_gemma":[0.008644058,0.01280238,0.711399,0.00001437467,0.0001161717,0.2510015,0.0005129872,0.0003032298,0.01484359,0.00009683289,0.00004653571,0.0002192965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919765,0.001945031,0.0001681929,0.002712237,0.00008287199,0.002249458,0.00002181213,0.0001206186,0.0007232748],"genre_scores_gemma":[0.9955214,0.00002327889,0.00118121,0.0003396073,0.0002783743,0.0002580417,0.0001083281,0.0001054432,0.002184332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09420718,"threshold_uncertainty_score":0.9996992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02890652580143433,"score_gpt":0.3102334679125419,"score_spread":0.2813269421111075,"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."}}