{"id":"W1985596947","doi":"10.1245/s10434-007-9572-8","title":"Cell Cycle Regulators Show Diagnostic and Prognostic Utility for Differentiated Thyroid Cancer","year":2007,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; BC Cancer Agency; Canada's Michael Smith Genome Sciences Centre; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Thyroid cancer; Cyclin D1; Tissue microarray; Lymph node; Thyroid; Cell cycle; Surgical oncology; Pathology; Cancer; Immunohistochemistry; Cancer research; Internal medicine; Oncology","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":[0.0009287255,0.0003185354,0.0005504439,0.001664483,0.0005446196,0.0009785668,0.0003871163,0.0007742934,0.002321643],"category_scores_gemma":[0.002690286,0.000256223,0.0002670972,0.001234716,0.000497241,0.0006511019,0.0002740598,0.0006829922,0.0005246086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006476148,"about_ca_system_score_gemma":0.0004701382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001551199,"about_ca_topic_score_gemma":0.002335901,"domain_scores_codex":[0.9997668,0.00005096952,0.00002299233,0.00004126229,0.00005785366,0.00006017963],"domain_scores_gemma":[0.9987845,0.0005239428,0.0001909839,0.00008962527,0.0002804702,0.0001304784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002131825,0.0001195909,0.8932735,0.0001212415,0.0001032771,0.0004333767,0.000133598,0.0003640732,0.04452598,0.0004081346,0.00154915,0.05683615],"study_design_scores_gemma":[0.0001239586,0.0007325839,0.9286408,0.00005208109,0.0004105361,0.002310926,0.0004348116,0.003393247,0.05063523,0.001356504,0.01187772,0.00003148916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9527364,0.0351896,0.001428875,0.00157034,0.0001769456,0.00004571688,0.001079002,0.0001357351,0.007637308],"genre_scores_gemma":[0.9950277,0.002341382,0.0008163844,0.0001577718,0.000105266,0.00002345547,0.0005410405,0.000006691045,0.0009803614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002321643,"threshold_uncertainty_score":0.007766604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0487496184641597,"score_gpt":0.3680218392847411,"score_spread":0.3192722208205814,"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."}}