{"id":"W4406442250","doi":"10.1016/j.ysur.2013.03.018","title":"10.1016/j.ysur.2013.03.018","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 nodules; Cytology; Radiology; Thyroid; Fine needle aspiration cytology; General surgery; Pathology; 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":[0.0007407527,0.001041137,0.000500846,0.001679596,0.0009342146,0.002441145,0.0008506686,0.002922155,0.8516148],"category_scores_gemma":[0.001653506,0.00038763,0.0005797106,0.0007111023,0.0008189501,0.001949861,0.00118834,0.001384699,0.7560578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009595695,"about_ca_system_score_gemma":0.001346326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003122847,"about_ca_topic_score_gemma":0.003114837,"domain_scores_codex":[0.9996972,0.00002591058,0.00002560671,0.00008459562,0.00008044651,0.00008623657],"domain_scores_gemma":[0.9992268,0.0001585462,0.0001232587,0.00003991507,0.0001496018,0.0003017823],"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":[0.0003922509,0.0003522456,0.0138447,0.0005690556,0.00005524823,0.0006993979,0.0001839245,0.0003106435,0.0008825893,0.005949453,0.2485456,0.7282149],"study_design_scores_gemma":[0.00009466192,0.000215094,0.01471961,0.00151542,0.00008195174,0.006449115,0.0006922065,0.0005053424,0.0007615499,0.007135801,0.9677832,0.00004604017],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01642315,0.02566307,0.003790863,0.01541883,0.00366176,0.0001498528,0.005716155,0.002123867,0.9270525],"genre_scores_gemma":[0.0420123,0.009491364,0.003005553,0.003389077,0.001158348,0.0001082228,0.003118584,0.0003919596,0.9373246],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1483852,"threshold_uncertainty_score":0.2116535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00708282489357739,"score_gpt":0.2009885466165429,"score_spread":0.1939057217229655,"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."}}