{"id":"W4406448344","doi":"10.1016/j.ypat.2014.10.004","title":"10.1016/j.ypat.2014.10.004","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); Thyroid; Thyroid nodules; Radiology; Medical physics; Internal medicine","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":[0.0005488576,0.0009698965,0.0004080703,0.001618301,0.0007767088,0.002442603,0.0009921285,0.002840129,0.8838426],"category_scores_gemma":[0.001395211,0.0003557193,0.0007017904,0.0007758348,0.0007809559,0.001680398,0.00112071,0.001358485,0.826748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004816,"about_ca_system_score_gemma":0.001130978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003146566,"about_ca_topic_score_gemma":0.002948949,"domain_scores_codex":[0.9997106,0.00002801422,0.00002343267,0.00008104082,0.00008262888,0.00007428537],"domain_scores_gemma":[0.9992447,0.0001553396,0.0001073197,0.00004978664,0.0001285171,0.0003144069],"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":[0.000308685,0.0003253915,0.008947934,0.0004609581,0.00004514407,0.000570713,0.0001086292,0.0003621086,0.0009711751,0.004664634,0.2593236,0.723911],"study_design_scores_gemma":[0.00007725927,0.0001330968,0.006942358,0.0008068017,0.00005735018,0.004555875,0.0002738238,0.0004117424,0.0006500621,0.004227476,0.9818375,0.00002679416],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009298556,0.01428712,0.004188502,0.0102578,0.002427096,0.000135405,0.004986147,0.002314768,0.9521046],"genre_scores_gemma":[0.02447172,0.005880676,0.003581317,0.002550424,0.0008536743,0.00008923784,0.002964232,0.0004120712,0.9591966],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1161574,"threshold_uncertainty_score":0.1656844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005892117866092505,"score_gpt":0.1977742684339859,"score_spread":0.1918821505678934,"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."}}