{"id":"W4406552475","doi":"10.1016/s1558-0164(07)70154-2","title":"10.1016/s1558-0164(07)70154-2","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; Thyroid; Cancer; Scheme (mathematics); Oncology; General surgery; Internal medicine; Mathematics","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":[0.001038205,0.002524894,0.001528944,0.002649892,0.002284379,0.003385723,0.002798808,0.005620582,0.989629],"category_scores_gemma":[0.001620766,0.0007881209,0.001408972,0.001880732,0.001522435,0.004588651,0.003193117,0.002558606,0.9919204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001113274,"about_ca_system_score_gemma":0.001286873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003812396,"about_ca_topic_score_gemma":0.003734551,"domain_scores_codex":[0.9993013,0.00005052431,0.00005688169,0.0002299643,0.0001924665,0.0001688951],"domain_scores_gemma":[0.9979023,0.0005041964,0.0001258961,0.0001896581,0.0004152968,0.0008626867],"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":[0.0004077546,0.0002771635,0.001065448,0.0005200133,0.00003213066,0.0003022738,0.00009953267,0.0004014113,0.001761725,0.004644266,0.3781156,0.6123727],"study_design_scores_gemma":[0.00006479448,0.0001255413,0.0008417285,0.0002824377,0.00001279743,0.0003911354,0.0001051378,0.0001699302,0.0003458229,0.0005788947,0.9970612,0.00002055467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004439974,0.0003833166,0.0004504469,0.0004886553,0.0003093542,0.00009587843,0.0006824204,0.0006393276,0.9965066],"genre_scores_gemma":[0.0005058058,0.0001665116,0.0002693561,0.0002453739,0.00008134164,0.0000435007,0.0003663452,0.0001086809,0.9982131],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01037103,"threshold_uncertainty_score":0.01479304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006615807819427618,"score_gpt":0.1992172716930614,"score_spread":0.1926014638736338,"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."}}