{"id":"W788047662","doi":"10.2196/resprot.4320","title":"Accuracy of Detecting Residual Disease After Cross Neoadjuvant Chemoradiotherapy for Esophageal Cancer (preSANO Trial): Rationale and Protocol","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Stichting Coolsingel; KWF Kankerbestrijding","keywords":"Medicine; Esophageal cancer; Esophagectomy; Esophagus; Neoadjuvant therapy; Chemoradiotherapy; Radiology; Adenocarcinoma; Cancer; Regimen; Surgery; Internal medicine","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":[0.05598237,0.003822437,0.003529095,0.001436305,0.001932654,0.002545089,0.002731468,0.005259874,0.01221375],"category_scores_gemma":[0.04813809,0.001918362,0.003602151,0.001765506,0.003612215,0.002208861,0.002119265,0.0044404,0.00365835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002481689,"about_ca_system_score_gemma":0.00774333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007653477,"about_ca_topic_score_gemma":0.001299402,"domain_scores_codex":[0.9522348,0.03876497,0.003152561,0.002323931,0.00228841,0.00123531],"domain_scores_gemma":[0.9774482,0.007020528,0.005550857,0.004191841,0.003292675,0.002495968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.9181957,0.007115964,0.01146234,0.00772963,0.002778827,0.0003278737,0.0004875809,0.002887448,0.00331934,0.003600101,0.009733774,0.03236153],"study_design_scores_gemma":[0.8406442,0.06885046,0.02285521,0.002293606,0.004702657,0.0003907101,0.0001964606,0.006464353,0.002993528,0.00467384,0.04568846,0.000246469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02000755,0.0008381899,0.003783341,0.0007860552,0.0004535461,0.9683701,0.002051372,0.0001297878,0.003579958],"genre_scores_gemma":[0.0291476,0.0003374144,0.006827968,0.000681915,0.0001785709,0.9610251,0.001072034,0.00002113981,0.000708336],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05598237,"threshold_uncertainty_score":0.2960666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2702804426200023,"score_gpt":0.5923795859597891,"score_spread":0.3220991433397868,"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."}}