{"id":"W3200804649","doi":"10.1097/coc.0000000000000866","title":"Trends in Diagnosis and Treatment of Metastatic Cancer in the United States","year":2021,"lang":"en","type":"article","venue":"American Journal of Clinical Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Centre for Family Medicine","funders":"National Cancer Institute","keywords":"Medicine; Epidemiology; Internal medicine; Cancer; Incidence (geometry); Colorectal cancer; Oncology; Cancer registry; Surveillance, Epidemiology, and End Results; Metastatic breast cancer; Prostate; Metastasis; Prostate cancer; Kidney cancer; Breast cancer","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":[0.0005297604,0.0001796069,0.0002348463,0.001472366,0.0001938143,0.0004882719,0.0002937636,0.0003288281,0.001494308],"category_scores_gemma":[0.002720838,0.0001297091,0.0004731177,0.002238837,0.0001582986,0.0004355782,0.0002979397,0.000647451,0.000261288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001266293,"about_ca_system_score_gemma":0.001211916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03327456,"about_ca_topic_score_gemma":0.0534145,"domain_scores_codex":[0.9993038,0.00009410482,0.0001132556,0.0001606374,0.0002404867,0.00008762722],"domain_scores_gemma":[0.9976565,0.0002047847,0.001389365,0.00004211775,0.0005135906,0.0001937516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007293601,0.00005750163,0.9683616,0.0002498438,0.00015129,0.00007420684,0.00006699556,0.0005141033,0.0002996791,0.0003230735,0.01173812,0.0180906],"study_design_scores_gemma":[0.000009634779,0.0000552749,0.9901797,0.0001455446,0.00005668261,0.0004177487,0.0001730829,0.0006581104,0.0001595064,0.00008058044,0.008056469,0.000007731315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8942725,0.04130202,0.001517072,0.007066162,0.000318177,0.0000669004,0.0429244,0.000319419,0.01221336],"genre_scores_gemma":[0.9616168,0.01211254,0.001156301,0.001231807,0.0002277748,0.00005838058,0.02225624,0.0000230442,0.001317183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03327456,"threshold_uncertainty_score":0.06616175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1264741920221116,"score_gpt":0.4957059781453322,"score_spread":0.3692317861232206,"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."}}