{"id":"W4406456015","doi":"10.1016/j.yend.2014.02.015","title":"10.1016/j.yend.2014.02.015","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Thyroid cancer; DNA sequencing; Oncology; Cancer; Genetics; Computational biology; Internal medicine; Gene; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006286992,0.0008087414,0.00042141,0.001128539,0.0008698862,0.002278026,0.000845117,0.002735707,0.8581719],"category_scores_gemma":[0.001675426,0.0003213553,0.0004740411,0.0005523244,0.0007471122,0.001756027,0.00103576,0.001352993,0.7281277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009909364,"about_ca_system_score_gemma":0.001241923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002633604,"about_ca_topic_score_gemma":0.003172135,"domain_scores_codex":[0.9997467,0.00002519495,0.00002060396,0.00006712102,0.00006668995,0.00007355054],"domain_scores_gemma":[0.9992096,0.0001656451,0.0001093558,0.00004034469,0.0001388957,0.0003360904],"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":[0.0004438483,0.0003162792,0.01274787,0.0005122809,0.00004872538,0.0007529791,0.0001757001,0.0002723814,0.0007833212,0.00696719,0.2934268,0.6835526],"study_design_scores_gemma":[0.00007986238,0.0001586655,0.01020671,0.001248566,0.00005528183,0.004786824,0.0005069224,0.0002467524,0.0004967693,0.005432134,0.9767475,0.00003408706],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01181567,0.02112306,0.002102736,0.01505969,0.002791179,0.00009527673,0.004296306,0.001188693,0.9415273],"genre_scores_gemma":[0.03014809,0.008223045,0.002247853,0.002827644,0.0007866032,0.00008025532,0.002435618,0.0002496231,0.9530013],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1418281,"threshold_uncertainty_score":0.2023006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006026369724297121,"score_gpt":0.1982055185719309,"score_spread":0.1921791488476338,"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."}}