{"id":"W6958255673","doi":"10.6084/m9.figshare.17010124","title":"Additional file 1 of Omitting surgery in esophageal cancer patients with complete response after neoadjuvant chemoradiotherapy: a systematic review and meta-analysis","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Esophageal cancer; Complete response; Esophagus; Esophagectomy; Retrospective cohort study; Neoadjuvant therapy; Esophageal disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005677958,0.001629184,0.003216805,0.004909695,0.0006692924,0.001773692,0.001766476,0.001549409,0.6938311],"category_scores_gemma":[0.07053224,0.0009784073,0.005119251,0.007652769,0.0003754051,0.002813533,0.001384306,0.001066075,0.02228705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581857,"about_ca_system_score_gemma":0.003511081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005097044,"about_ca_topic_score_gemma":0.01360496,"domain_scores_codex":[0.9970899,0.0007464645,0.001031047,0.0005009476,0.0003985564,0.0002331428],"domain_scores_gemma":[0.9408839,0.04690422,0.006660082,0.001644767,0.00344748,0.0004594403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003409908,0.0001425848,0.006228897,0.519466,0.005989395,0.0002021753,0.0002299128,0.001267674,0.0003978076,0.0025117,0.4419519,0.01820195],"study_design_scores_gemma":[0.07478388,0.001811933,0.08746202,0.1978788,0.04421793,0.001463664,0.0009294691,0.005884454,0.001959543,0.02119916,0.5617292,0.0006799108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0005966743,0.0008686831,0.0004454872,0.0002650708,0.00006607638,0.0007841498,0.9961807,0.0001661702,0.0006270477],"genre_scores_gemma":[0.06126963,0.005851007,0.02011003,0.00361632,0.0007135718,0.07336151,0.8106564,0.001029492,0.02339201],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3061689,"threshold_uncertainty_score":0.4367127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04965913863495514,"score_gpt":0.3017559168471921,"score_spread":0.2520967782122369,"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."}}