{"id":"W2735522662","doi":"10.1530/erc-17-0209","title":"A comprehensive review on MEN2B","year":2017,"lang":"en","type":"review","venue":"Endocrine Related Cancer","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science","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":[0.0005830175,0.0007345442,0.001218685,0.003933959,0.0003141195,0.0009745614,0.0007663366,0.0007688902,0.00934389],"category_scores_gemma":[0.002066009,0.0002565895,0.0009181669,0.003506321,0.0002730854,0.0009978788,0.0005693285,0.0009909704,0.002408728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005632315,"about_ca_system_score_gemma":0.002001116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001899803,"about_ca_topic_score_gemma":0.003016078,"domain_scores_codex":[0.999703,0.00005543422,0.00008799532,0.00005042089,0.00008335839,0.00001983872],"domain_scores_gemma":[0.9993235,0.0003950181,0.0001049299,0.00001573259,0.0001225373,0.00003819465],"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":[0.0001001887,0.00004783207,0.0005553209,0.07732534,0.0003510947,0.0004985837,0.0001600898,0.0004046468,0.001026048,0.002401829,0.08333093,0.8337982],"study_design_scores_gemma":[0.00001466655,0.00005828519,0.001410924,0.0177813,0.0003697168,0.002520279,0.00006167538,0.00005588728,0.0002132272,0.0009136013,0.9765805,0.00001982073],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001170009,0.9982808,0.00007272668,0.0003152037,0.0001866783,0.000005219727,0.00008000407,0.000007600775,0.0009347249],"genre_scores_gemma":[0.0006825361,0.9981018,0.0001783231,0.0002531709,0.0001883007,0.00000741655,0.0001299242,0.000002233228,0.0004562892],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00934389,"threshold_uncertainty_score":0.0312584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09907016582732375,"score_gpt":0.4699450566218236,"score_spread":0.3708748907944999,"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."}}