{"id":"W2020312455","doi":"10.1177/0194599814547503","title":"Is Age Associated with Risk of Malignancy in Thyroid Cancer?","year":2014,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Medicine; Malignancy; Thyroid cancer; Thyroid carcinoma; Thyroidectomy; Thyroid; Cancer; Internal medicine; Oncology; Retrospective cohort study","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006162922,0.0001944909,0.0002510542,0.0009257033,0.0002280753,0.0004840364,0.0003073467,0.000590945,0.001801206],"category_scores_gemma":[0.005138036,0.0001278408,0.0003573823,0.001300453,0.0004232289,0.0005877054,0.000250786,0.0004266593,0.0002724103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002741727,"about_ca_system_score_gemma":0.0003775427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002950487,"about_ca_topic_score_gemma":0.002684253,"domain_scores_codex":[0.9995215,0.0001247653,0.00007091135,0.00009077757,0.0001184488,0.00007359297],"domain_scores_gemma":[0.995862,0.0009728849,0.002420258,0.0001167016,0.0002893744,0.0003386943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002759586,0.000003353989,0.9988218,0.000006392991,0.0000129137,0.00006092685,0.00001277303,0.00002060308,0.00004085722,0.000007243731,0.00003312157,0.0009524621],"study_design_scores_gemma":[0.000001900514,0.0000475095,0.9986213,0.00001028871,0.00002837549,0.000793544,0.00008055628,0.0001695156,0.00005035927,0.00003326448,0.000159832,0.000003476507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946679,0.003409914,0.0002455516,0.0004292572,0.00003405584,0.000006412244,0.0002825107,0.00001141359,0.0009131803],"genre_scores_gemma":[0.9993762,0.0003175153,0.00008029423,0.00002460346,0.00004684633,0.00000185169,0.0001038729,0.000001412354,0.00004746843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002950487,"threshold_uncertainty_score":0.006025612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01162942437499457,"score_gpt":0.2606039725036474,"score_spread":0.2489745481286529,"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."}}