{"id":"W3197440330","doi":"10.1016/j.annonc.2021.05.164","title":"P-109 CYTOFLOC: Evaluation of a non-endoscopic immunocytological device (Cytosponge™) for post-chemo-radiotherapy surveillance in patients with oesophageal cancer – a feasibility study","year":2021,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Daiichi Sankyo Europe; Cambridge University Hospitals; University of Oxford; University of Cambridge; Cancer Research UK; Bausch Health; Deciphera Pharmaceuticals; IFM Therapeutics; Jazz Pharmaceuticals; Abbott Laboratories","keywords":"Medicine; Dysphagia; Adverse effect; Chemoradiotherapy; Cancer; Atypia; Surgery; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001302529,0.000948146,0.0009825259,0.000390597,0.0003267565,0.0008346889,0.0004627842,0.0009791543,0.001649832],"category_scores_gemma":[0.002013436,0.0003641052,0.001214574,0.0002952922,0.0009910455,0.0009432817,0.000345723,0.001135908,0.0003722544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004222699,"about_ca_system_score_gemma":0.0007419335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007290668,"about_ca_topic_score_gemma":0.0007881682,"domain_scores_codex":[0.9992378,0.0004016597,0.00004405932,0.0001401849,0.00009856164,0.00007783836],"domain_scores_gemma":[0.9985845,0.0005827502,0.0002245024,0.0001206353,0.0001376525,0.0003500054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4547258,0.06021773,0.3097952,0.001113047,0.001228586,0.002159404,0.001047799,0.0009602489,0.06862453,0.0002834345,0.0004504052,0.09939387],"study_design_scores_gemma":[0.01446235,0.8515072,0.1239248,0.0000428433,0.000886463,0.0009345106,0.0005478623,0.001452757,0.005250004,0.00004881621,0.0008991691,0.00004327732],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990408,0.0003835335,0.0001084945,0.00002951145,0.00001430677,0.0001838277,0.00003711467,0.000003589075,0.0001987493],"genre_scores_gemma":[0.9982326,0.0004650549,0.0006082496,0.0001018941,0.00005205143,0.0001991753,0.0001625603,0.000003486161,0.0001750927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001649832,"threshold_uncertainty_score":0.006888509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1254229777802104,"score_gpt":0.4733588699697158,"score_spread":0.3479358921895055,"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."}}