{"id":"W2752895831","doi":"10.1093/dote/dox088","title":"Human papillomavirus does not play a role in the Barrett esophagus: a French cohort","year":2017,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital","funders":"","keywords":"Medicine; Dysplasia; Esophagus; Barrett's esophagus; Gastroenterology; Internal medicine; Etiology; HPV infection; Human papillomavirus; Prospective cohort study; Cohort; Cancer; Cervical cancer; Adenocarcinoma","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003198256,0.0002723119,0.0004677573,0.00008896352,0.0006329342,0.0001065782,0.00120153,0.00007876258,0.0002518237],"category_scores_gemma":[0.0003849092,0.0001277522,0.0003832493,0.0001214855,0.000506727,0.0001410337,0.0002789636,0.0003121494,0.00002975228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001306765,"about_ca_system_score_gemma":0.0002046639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002806216,"about_ca_topic_score_gemma":0.0003862321,"domain_scores_codex":[0.9976312,0.0001674683,0.0003544722,0.0004072156,0.0009585918,0.0004810328],"domain_scores_gemma":[0.9972556,0.0001163006,0.0002407572,0.002052061,0.00008826162,0.0002470129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002252015,0.0006146869,0.996195,0.00007932045,0.0001887456,0.0004433728,0.0002942746,0.000003754149,0.00002381016,0.0004312913,0.00066746,0.0008331076],"study_design_scores_gemma":[0.002547897,0.0002927932,0.9881915,0.0001446541,0.000280563,0.00001450544,0.0001080725,0.00002341187,0.005895036,0.00237603,0.000007523234,0.0001180473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6806431,0.3130846,6.117754e-7,0.002702969,0.0002720566,0.002040826,0.0005109215,0.00004849514,0.0006963906],"genre_scores_gemma":[0.9977463,0.0000814181,0.00001622361,0.0005114802,0.0002654157,0.0003176792,0.0000252525,0.00002872821,0.001007519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3171031,"threshold_uncertainty_score":0.5209582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01545722460514491,"score_gpt":0.3193662456364355,"score_spread":0.3039090210312906,"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."}}