{"id":"W4213161288","doi":"10.3390/curroncol29020104","title":"Small Bowel Adenocarcinoma: From Molecular Insights to Clinical Management","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Malignancy; Disease; Clinical trial; Colorectal cancer; Adenocarcinoma; Bioinformatics; General surgery; Cancer; Intensive care medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003551919,0.000550288,0.002476401,0.0004355045,0.00008972199,0.00002002915,0.0004965363,0.0001597699,0.0009792432],"category_scores_gemma":[0.0002513993,0.0004266784,0.0009825306,0.000381481,0.0001027501,0.00001353211,0.001013134,0.001533562,0.001201335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001284049,"about_ca_system_score_gemma":0.000776112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000236481,"about_ca_topic_score_gemma":0.00001145892,"domain_scores_codex":[0.9958082,0.0008277422,0.001081286,0.001124104,0.0004994669,0.0006591947],"domain_scores_gemma":[0.9973161,0.0005155888,0.0002841197,0.0008938931,0.00006521351,0.0009250907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001232533,0.002159651,0.0006704657,0.004222577,0.0006866364,0.01426985,0.00002226466,1.169793e-7,4.490978e-8,0.0002011795,0.004949153,0.9726948],"study_design_scores_gemma":[0.001574713,0.003803371,0.0006999535,0.003814145,0.002859736,0.0003680456,0.00003460878,0.000002191073,1.852565e-7,0.00009962006,0.9864824,0.0002610483],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003989134,0.9904963,0.0001217079,0.0001982927,0.001640613,0.003248183,0.00007508705,0.00007551771,0.003745415],"genre_scores_gemma":[0.00004244397,0.9933078,0.002704779,0.0001556641,0.0006496195,0.001414669,0.001293792,0.00008130047,0.0003498798],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9815332,"threshold_uncertainty_score":0.999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4681694178410062,"score_gpt":0.5270033419538055,"score_spread":0.05883392411279931,"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."}}