{"id":"W2601473757","doi":"10.1177/2473974x17701084","title":"The Incidental Thyroid Lesion in Parathyroid Disease Management","year":2017,"lang":"en","type":"article","venue":"OTO Open","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Thyroid; Context (archaeology); Malignancy; Thyroid cancer; Thyroid carcinoma; Thyroid disease; Radiology; Population; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006263321,0.0001854076,0.0002448861,0.0007925278,0.0004567798,0.000711372,0.0003698161,0.000468722,0.00141869],"category_scores_gemma":[0.00396427,0.000119499,0.0001435117,0.000581298,0.0004912281,0.000639629,0.0004439146,0.0005052778,0.0002522449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002668519,"about_ca_system_score_gemma":0.0006576004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029771,"about_ca_topic_score_gemma":0.001136948,"domain_scores_codex":[0.9995742,0.0001058006,0.00008356207,0.00004576108,0.0001307922,0.00005984397],"domain_scores_gemma":[0.9984881,0.0005623561,0.0006038249,0.00004269268,0.0001356717,0.0001673344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001104447,0.00004820776,0.9264348,0.000218085,0.00001627041,0.02907412,0.0003293676,0.0001198475,0.001326252,0.0001844162,0.0009408072,0.04119743],"study_design_scores_gemma":[0.0000228899,0.0002942334,0.5814475,0.0006113849,0.0001079618,0.4040454,0.002370123,0.0008229638,0.00164424,0.0007755812,0.007833605,0.00002414094],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619877,0.02837783,0.0009296738,0.001913324,0.0001426665,0.00003282638,0.0001175161,0.0000236477,0.006474729],"genre_scores_gemma":[0.9958128,0.003120793,0.0004888154,0.0001498329,0.0002125888,0.00000588885,0.00005970384,0.000002557608,0.0001468956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00141869,"threshold_uncertainty_score":0.00474596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04586904347095058,"score_gpt":0.3525961789446987,"score_spread":0.3067271354737482,"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."}}