{"id":"W2768281374","doi":"10.2196/resprot.7688","title":"Immune-Enhancing Formulas for Patients With Cancer Undergoing Esophagectomy: Systematic Review Protocol","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Esophagectomy; Protocol (science); Esophageal cancer; Medicine; Immune system; Cancer; Systematic review; Intensive care medicine; MEDLINE; Oncology; Internal medicine; Immunology; Alternative medicine; Pathology; Biology","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":[0.01117141,0.002482965,0.0119326,0.006904943,0.001534091,0.003180094,0.002642652,0.002613164,0.02826823],"category_scores_gemma":[0.02189299,0.00203513,0.009231438,0.006807574,0.001398401,0.003503257,0.002474257,0.002224156,0.001712689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007593132,"about_ca_system_score_gemma":0.02736611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008501161,"about_ca_topic_score_gemma":0.02857123,"domain_scores_codex":[0.9944458,0.001784013,0.002051196,0.0005737527,0.0008161435,0.0003290205],"domain_scores_gemma":[0.9913843,0.003313432,0.002873831,0.0003629699,0.001740558,0.000324948],"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":[0.001393653,0.00006747551,0.000607975,0.9776913,0.005096293,0.00009894129,0.0002903776,0.0002159486,0.000240295,0.0004083464,0.003338257,0.01055117],"study_design_scores_gemma":[0.01287705,0.001123351,0.007569598,0.8314642,0.08132385,0.0003888733,0.0009020895,0.0006042229,0.0006932102,0.001234566,0.06159978,0.0002192898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.009447131,0.1404108,0.003899319,0.001840179,0.0005980011,0.8071045,0.03264302,0.000329543,0.003727439],"genre_scores_gemma":[0.02077164,0.0897584,0.008397501,0.002112668,0.0001049071,0.8702462,0.005835567,0.00004615671,0.002726834],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02826823,"threshold_uncertainty_score":0.09456658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1294218722309063,"score_gpt":0.5491879875195201,"score_spread":0.4197661152886138,"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."}}