{"id":"W3198260093","doi":"10.1038/s41598-021-97247-x","title":"Well-differentiated gastroenteropancreatic G3 NET: findings from a large single centre cohort","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Cohort; Internal medicine; Chemotherapy; Oncology; Neuroendocrine tumors; Stage (stratigraphy); Disease; Temozolomide; Gastroenterology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006279027,0.0002966105,0.0004512332,0.0007267202,0.0007074117,0.0009939375,0.0004062488,0.0004269604,0.001689249],"category_scores_gemma":[0.002192148,0.0003515748,0.0004255328,0.001184818,0.0004236163,0.0005975452,0.0009783924,0.0004715163,0.0004346469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005294898,"about_ca_system_score_gemma":0.0006846935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005125805,"about_ca_topic_score_gemma":0.01184176,"domain_scores_codex":[0.9993545,0.0001040781,0.00009776204,0.0001934563,0.0001609658,0.00008918109],"domain_scores_gemma":[0.9980788,0.0003480238,0.0006189258,0.0002241389,0.0002133041,0.0005167224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001364062,0.00003099359,0.992372,0.00003025527,0.00003890404,0.003524922,0.0005383613,0.00003581773,0.0008349714,0.00002016716,0.0003109079,0.002126221],"study_design_scores_gemma":[0.00001507034,0.0002720826,0.979408,0.00003704782,0.0000483627,0.01796329,0.001106228,0.0001134524,0.0001692714,0.00003200893,0.0008179439,0.00001720706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989623,0.0002202243,0.0001057135,0.00003661962,0.00000476275,0.00002204951,0.0003034531,0.000004796641,0.0003401451],"genre_scores_gemma":[0.9989402,0.0002516794,0.0001422488,0.00005852165,0.00001260005,0.00002058188,0.0004481105,0.000009553242,0.0001164736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005125805,"threshold_uncertainty_score":0.01019192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01276381266269546,"score_gpt":0.2667215779880633,"score_spread":0.2539577653253678,"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."}}