{"id":"W4416901247","doi":"10.1158/2159-8290.cd-25-1782","title":"Cancer in 2025","year":2025,"lang":"en","type":"article","venue":"Cancer Discovery","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Cancer; Disease; Malignant disease; Public health; Disease control; MEDLINE","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":[0.0009459024,0.0005401333,0.0003154354,0.001504267,0.001273387,0.00321758,0.0006471765,0.00254216,0.2471435],"category_scores_gemma":[0.004239163,0.0001982369,0.000694375,0.001489904,0.0003666386,0.001873805,0.001422375,0.002806078,0.143505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001561506,"about_ca_system_score_gemma":0.003356917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0115574,"about_ca_topic_score_gemma":0.02956909,"domain_scores_codex":[0.999148,0.00008612814,0.00006798667,0.0001030365,0.0004003732,0.0001944618],"domain_scores_gemma":[0.9988869,0.0001302417,0.00006919963,0.00006458542,0.000458894,0.0003902488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001302402,0.000003485716,0.00008662247,0.00004507108,0.000001431898,0.00001607369,0.000009896158,0.00001418096,0.00002277047,0.003309136,0.9804836,0.01599477],"study_design_scores_gemma":[0.000003503742,0.000004296377,0.0003615161,0.00005561646,9.321476e-7,0.00002492574,0.00002206353,0.000008356861,0.00001283699,0.0004174609,0.9990869,0.000001736099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001179868,0.01489382,0.0009737721,0.08360197,0.1099597,0.000235583,0.04757762,0.0009214887,0.7406561],"genre_scores_gemma":[0.00873066,0.009224076,0.001247715,0.06936691,0.01280458,0.0003906025,0.03431169,0.0003646483,0.863559],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2471435,"threshold_uncertainty_score":0.8267775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02292893554112846,"score_gpt":0.2689193893554945,"score_spread":0.245990453814366,"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."}}