{"id":"W7117361949","doi":"10.6084/m9.figshare.30953530.v1","title":"Diagnostic Costs of Metastatic and Unknown Primary Cancers in Alberta, Canada, 2017–2021","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stage (stratigraphy); Cancer; Diagnostic test; Cost analysis; Disease; Baseline (sea); Total cost; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006161733,0.0003705581,0.0003683339,0.00172124,0.001413274,0.0016384,0.001131443,0.0003598591,0.002659029],"category_scores_gemma":[0.003212029,0.0003040899,0.0007524933,0.004048123,0.0004928077,0.0003238722,0.0007884274,0.00102582,0.0001942181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07584272,"about_ca_system_score_gemma":0.05316725,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.994313,"about_ca_topic_score_gemma":0.9967083,"domain_scores_codex":[0.998861,0.00009573118,0.00005495241,0.00007504695,0.0005314982,0.0003818843],"domain_scores_gemma":[0.9979367,0.0001878806,0.0003713136,0.0000311857,0.0008219946,0.0006508595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006113804,0.0001289753,0.9044964,0.000427267,0.0003328074,0.0009856608,0.0005843028,0.00436982,0.0003298073,0.001821582,0.03126356,0.05464849],"study_design_scores_gemma":[0.00006903882,0.00006657907,0.9843092,0.0002213076,0.0001418594,0.0005892681,0.001673699,0.003439728,0.0001382605,0.0002294387,0.009088641,0.00003297569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.931747,0.01173925,0.0003900355,0.005161935,0.0001781234,0.0001566579,0.03570597,0.00008119975,0.01483992],"genre_scores_gemma":[0.9776779,0.004634039,0.0005155671,0.0004821329,0.00006758085,0.00003117809,0.01212151,0.00001432078,0.004455782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07584272,"threshold_uncertainty_score":0.55028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01614293566423187,"score_gpt":0.2695499319893573,"score_spread":0.2534069963251254,"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."}}