{"id":"W4406563280","doi":"10.1016/j.bjorlp.2016.12.001","title":"10.1016/j.bjorlp.2016.12.001","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":"Nodule (geology); Thyroid nodules; Medicine; Lymph node; Radiology; Cervical lymph nodes; Thyroid; Pathology; Internal medicine; Biology; Cancer","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":[0.0008491166,0.0008291952,0.0004892661,0.00188671,0.0009374834,0.002636072,0.0009615725,0.003098047,0.8490864],"category_scores_gemma":[0.002475344,0.0003992475,0.0006668723,0.0008413302,0.0007674244,0.001858587,0.00132632,0.00163292,0.7817945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270685,"about_ca_system_score_gemma":0.001373271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004198542,"about_ca_topic_score_gemma":0.005887174,"domain_scores_codex":[0.9995642,0.00004514093,0.00004119625,0.00009088246,0.0001196782,0.0001388591],"domain_scores_gemma":[0.9988371,0.0002247996,0.000165405,0.00004818787,0.0002035232,0.0005210895],"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":[0.0003696152,0.0003754395,0.01629029,0.0005530096,0.00005202117,0.0008212049,0.0001136008,0.000211217,0.0005201093,0.002624318,0.3881849,0.5898843],"study_design_scores_gemma":[0.00006514623,0.0001412243,0.01122836,0.001464134,0.00005382306,0.006209115,0.0003686098,0.0002240603,0.0003607579,0.002952672,0.976901,0.0000312521],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01226161,0.02947428,0.00177056,0.01875754,0.004367668,0.0001094843,0.006190652,0.001404875,0.9256633],"genre_scores_gemma":[0.0287145,0.01091968,0.001851551,0.003502149,0.001670169,0.00008647417,0.003511676,0.0003927809,0.949351],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1509136,"threshold_uncertainty_score":0.2152599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007213376741738042,"score_gpt":0.1997801807320317,"score_spread":0.1925668039902937,"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."}}