{"id":"W4410552103","doi":"10.1515/cclm-2025-0531","title":"The Unholy Grail of cancer screening: or is it just about the Benjamins?","year":2025,"lang":"en","type":"erratum","venue":"Clinical Chemistry and Laboratory Medicine (CCLM)","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; University Health Network; University of Toronto","funders":"","keywords":"Holy Grail; Computer science; World Wide Web","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":[0.006603186,0.001737307,0.001787407,0.002289751,0.005671147,0.00679402,0.002832973,0.01940264,0.03313404],"category_scores_gemma":[0.06064417,0.001190834,0.001370294,0.002142073,0.00380793,0.005400578,0.001861706,0.02717446,0.02699211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004764108,"about_ca_system_score_gemma":0.0121356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03183037,"about_ca_topic_score_gemma":0.07720163,"domain_scores_codex":[0.9953333,0.0009639346,0.0007032111,0.0004138221,0.002167909,0.0004178282],"domain_scores_gemma":[0.970983,0.01116717,0.001288926,0.001133417,0.01228814,0.003139335],"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":[0.000004787724,0.00000290143,0.00002475733,0.00002512335,0.000001665577,0.00004110886,0.0000140621,0.000003930376,0.000003192425,0.0009317403,0.9962308,0.002716073],"study_design_scores_gemma":[0.00001777366,0.00001199565,0.0003038839,0.0004624712,0.00001369112,0.0001797138,0.0001345499,0.00003169228,0.00002208311,0.002661951,0.9961391,0.00002108129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.00004917396,0.00252971,0.0001191181,0.2916295,0.6959619,0.00001082863,0.0001511159,0.00004877821,0.009499881],"genre_scores_gemma":[0.001740158,0.00849465,0.0008727828,0.5226744,0.3498021,0.00006286092,0.0002416178,0.0002186327,0.1158927],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03313404,"threshold_uncertainty_score":0.1108444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2092050331469175,"score_gpt":0.4763512580349769,"score_spread":0.2671462248880594,"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."}}