{"id":"W3010093891","doi":"10.1503/cjs.017918","title":"Older patients with differentiated thyroid cancer exhibit more aggressive pathological characteristics than younger patients","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Thyroid cancer; Pathological; Cancer; Internal medicine; Oncology; Thyroid","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001702252,0.0001508075,0.0001926471,0.0004610076,0.0003070075,0.0002836804,0.00008009518,0.0001904377,0.002163207],"category_scores_gemma":[0.0006284119,0.00007975328,0.0001821261,0.0006819012,0.0001330965,0.0002223625,0.000167012,0.0002145133,0.0003101376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002140775,"about_ca_system_score_gemma":0.0002515935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004702466,"about_ca_topic_score_gemma":0.008111404,"domain_scores_codex":[0.9998821,0.00001289675,0.00001708744,0.00002252769,0.00003397699,0.00003150081],"domain_scores_gemma":[0.9995211,0.00007944874,0.0002127722,0.0000209464,0.00005879804,0.0001069523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004321026,0.000006787133,0.9980778,0.000004045789,0.000009315433,0.0001055641,0.00004061707,0.00001399176,0.0004216669,0.000008084948,0.0000617464,0.001207347],"study_design_scores_gemma":[0.000003348074,0.00004184281,0.9984773,0.000002821142,0.00001459408,0.0007624445,0.0001143617,0.0000396334,0.00009900126,0.00001368418,0.0004292163,0.000001782048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990501,0.0002301388,0.00004514582,0.00001773821,0.00000499574,0.000002995165,0.0001877455,0.000002080771,0.0004591393],"genre_scores_gemma":[0.9993848,0.00008022955,0.00004868777,0.00001857893,0.00000876565,0.000002840589,0.0002857323,7.703527e-7,0.0001695535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004702466,"threshold_uncertainty_score":0.00935024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02314485696535876,"score_gpt":0.2274606580453327,"score_spread":0.204315801079974,"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."}}