{"id":"W4406495966","doi":"10.1016/j.ysur.2015.03.116","title":"10.1016/j.ysur.2015.03.116","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Papillary thyroid cancer; Thyroid cancer; Mutation; Thyroid; Cancer; Cancer research; Oncology; Internal medicine; Gene; Genetics; Biology","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":[0.0007805965,0.001016986,0.000518076,0.001917335,0.0009785085,0.002950233,0.0008971341,0.002805639,0.8666051],"category_scores_gemma":[0.002017279,0.0003829315,0.0006397662,0.0008122095,0.0008949622,0.002041935,0.001303238,0.00133206,0.7876211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009167137,"about_ca_system_score_gemma":0.001469656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002438981,"about_ca_topic_score_gemma":0.002360555,"domain_scores_codex":[0.9996796,0.00003105712,0.00003044573,0.00009231355,0.0000857804,0.00008089738],"domain_scores_gemma":[0.9990988,0.0001810601,0.0001414183,0.00005709966,0.0001784626,0.0003433254],"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":[0.0002856592,0.0002866328,0.009486614,0.0006165809,0.00004662849,0.0005742782,0.0001639244,0.0002298126,0.0005937653,0.005070681,0.2784478,0.7041975],"study_design_scores_gemma":[0.00008569454,0.0001773968,0.01000314,0.001636302,0.00007978283,0.005047155,0.0005436777,0.0004365213,0.0005416077,0.007530746,0.9738743,0.0000436718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0108322,0.02377681,0.00343629,0.0133413,0.004010244,0.0001777574,0.005198,0.002122189,0.9371052],"genre_scores_gemma":[0.03595624,0.01053699,0.002535227,0.003380248,0.00148779,0.0001295603,0.002960946,0.0004635066,0.9425496],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1333949,"threshold_uncertainty_score":0.1902716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006615660271648762,"score_gpt":0.2096055499724674,"score_spread":0.2029898897008187,"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."}}