{"id":"W2012584615","doi":"10.1136/gutjnl-2013-304907.029","title":"OC-029 Radiofrequency Ablation (Rfa) Confers Sustained Benefit for Squamous High Grade Dysplasia (Hgd) and Early Squamous Cell Carcinoma (Scc) in Patients who do not Progress following First Treatment","year":2013,"lang":"en","type":"article","venue":"Gut","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Radiofrequency ablation; Dysplasia; Surgery; Ablation; Endoscopic mucosal resection; Internal medicine; Gastroenterology; Endoscopy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001063393,0.0003525817,0.0005235556,0.0002459629,0.0001940431,0.0001052327,0.00009742839,0.0001439705,0.00004941185],"category_scores_gemma":[0.00005148104,0.0002867358,0.0001516635,0.0001852697,0.00007773842,0.0002533405,0.00003436184,0.0001355935,0.00001884325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022351,"about_ca_system_score_gemma":0.0001576394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004978636,"about_ca_topic_score_gemma":0.0002387678,"domain_scores_codex":[0.9978107,0.0000409677,0.0003996335,0.0005557303,0.0004521715,0.0007407905],"domain_scores_gemma":[0.9988291,0.000157846,0.0001145904,0.000346207,0.0001710798,0.0003812045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007234564,0.000816373,0.9854964,0.0003019675,0.00006802857,0.0001982677,0.001242657,0.00001157869,0.00004772105,0.0002157173,0.0001572117,0.01072064],"study_design_scores_gemma":[0.0258355,0.008178892,0.9625122,0.00006405565,0.0001688436,0.000004250096,0.0001721298,0.0002322198,0.002147597,0.0002642865,0.0001702696,0.000249748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990639,0.003114967,0.000008209762,0.0008824905,0.0001127765,0.00486781,0.00005481977,0.00005001239,0.0002698968],"genre_scores_gemma":[0.9968751,0.00004587973,0.0003563818,0.00004580911,0.00008836526,0.001332295,0.0001796285,0.00005767106,0.001018851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02511204,"threshold_uncertainty_score":0.9999585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378989794267889,"score_gpt":0.2614092244977683,"score_spread":0.2476193265550894,"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."}}