{"id":"W4406541862","doi":"10.1016/j.ysur.2016.03.108","title":"10.1016/j.ysur.2016.03.108","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; Radioactive iodine; Leukemia; Population; Cancer; Internal medicine; Thyroid; Oncology; Environmental health; Pediatrics","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":[0.0007250333,0.001057497,0.0004941567,0.001809154,0.0009687389,0.002755791,0.0009132752,0.003007727,0.8724916],"category_scores_gemma":[0.001857041,0.0003890805,0.0006206225,0.0007622652,0.0008549442,0.002039012,0.001279693,0.001387582,0.812872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008998764,"about_ca_system_score_gemma":0.00147335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002860523,"about_ca_topic_score_gemma":0.00284963,"domain_scores_codex":[0.9996995,0.00002666774,0.00002828276,0.00008583857,0.00008135563,0.0000783892],"domain_scores_gemma":[0.9991381,0.0001710531,0.0001329878,0.00005282438,0.0001661672,0.0003388092],"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":[0.0002890054,0.0002979495,0.008847388,0.00059691,0.0000420216,0.0005882304,0.0001660899,0.0002360528,0.0006134861,0.004523594,0.2816733,0.702126],"study_design_scores_gemma":[0.00008184771,0.0001710372,0.009630315,0.0015458,0.00007025171,0.004856319,0.0005484883,0.0003858379,0.0005500739,0.006600302,0.9755197,0.00004000665],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009376956,0.02048071,0.00317161,0.01178545,0.003455588,0.0001667609,0.005112808,0.002202677,0.9442475],"genre_scores_gemma":[0.03010008,0.008640906,0.002557235,0.003061269,0.001200707,0.000126222,0.002910571,0.0004597713,0.9509432],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1275084,"threshold_uncertainty_score":0.1818752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006603252305694746,"score_gpt":0.1986094891184393,"score_spread":0.1920062368127446,"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."}}