{"id":"W4406468877","doi":"10.1016/j.ysur.2015.03.042","title":"10.1016/j.ysur.2015.03.042","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; Nodule (geology); Interval (graph theory); Thyroid; Radiology; Thyroid nodules; Internal medicine; Combinatorics; Paleontology","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":[0.000679509,0.0009666116,0.0004593099,0.00157235,0.0009248595,0.002416427,0.0008340326,0.002802383,0.850724],"category_scores_gemma":[0.001648259,0.0003786256,0.0005664928,0.0006760519,0.000775056,0.001942906,0.001104671,0.001333058,0.7529584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000884608,"about_ca_system_score_gemma":0.001341014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003027809,"about_ca_topic_score_gemma":0.002865706,"domain_scores_codex":[0.9997281,0.00002376682,0.00002482702,0.00007565215,0.00007067793,0.0000769725],"domain_scores_gemma":[0.9992161,0.0001545295,0.0001305889,0.00003908167,0.0001443197,0.0003154241],"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":[0.000431076,0.0003762692,0.0157348,0.000646782,0.00005781351,0.0008007173,0.0002032904,0.0003262989,0.0008543473,0.005943011,0.2612247,0.7134008],"study_design_scores_gemma":[0.0001095494,0.0002311194,0.01650843,0.001707635,0.00009016358,0.006725366,0.0007846337,0.0005613859,0.0007542709,0.008320807,0.9641552,0.00005141807],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01714003,0.02431827,0.003650689,0.01591997,0.003760809,0.0001632808,0.00628393,0.002121018,0.9266421],"genre_scores_gemma":[0.04945384,0.009903424,0.003045833,0.003678779,0.001318268,0.0001245273,0.003632662,0.0004096566,0.9284329],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.149276,"threshold_uncertainty_score":0.2129241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006692115145817791,"score_gpt":0.2098716867638453,"score_spread":0.2031795716180275,"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."}}