{"id":"W4406442131","doi":"10.1016/j.ysur.2013.03.013","title":"10.1016/j.ysur.2013.03.013","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; Indeterminate; Thyroid; Fine-needle aspiration; Pathology; Radiology; microRNA; Internal medicine; Biopsy","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":[0.0007628106,0.001084917,0.0005338707,0.001755408,0.0009693141,0.002546935,0.0008490345,0.002949644,0.8590443],"category_scores_gemma":[0.001638105,0.0004144261,0.0006075827,0.0007624843,0.0008398344,0.002035379,0.001207623,0.001426111,0.773255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009491036,"about_ca_system_score_gemma":0.001348608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003039976,"about_ca_topic_score_gemma":0.003056668,"domain_scores_codex":[0.9996942,0.00002535101,0.0000264172,0.00008524131,0.00008202894,0.00008678604],"domain_scores_gemma":[0.999209,0.0001640367,0.0001238387,0.0000411138,0.0001585143,0.0003034374],"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":[0.0004053343,0.0003670161,0.01421122,0.0005766341,0.0000576752,0.0007309567,0.0001814076,0.0003145224,0.0009112325,0.005822993,0.251889,0.7245319],"study_design_scores_gemma":[0.00009534808,0.0002232627,0.0150681,0.001576733,0.00008609687,0.006858071,0.0006970615,0.000542192,0.0007931748,0.007185264,0.966825,0.00004964301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01625364,0.02597455,0.003886275,0.01488601,0.003655221,0.0001452687,0.005741548,0.002230939,0.9272265],"genre_scores_gemma":[0.04063267,0.00971347,0.002980545,0.003370876,0.001184279,0.0001031413,0.003162492,0.0004006893,0.9384518],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1409557,"threshold_uncertainty_score":0.2010561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006908243718381424,"score_gpt":0.1987994364338703,"score_spread":0.1918911927154889,"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."}}