{"id":"W4409913803","doi":"10.1016/s2468-2667(25)00093-3","title":"Screen no matter the risk?","year":2025,"lang":"en","type":"letter","venue":"The Lancet Public Health","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Medicine; MEDLINE; Political science","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":[0.01234357,0.001930935,0.003039561,0.001959302,0.007491369,0.008305541,0.003283122,0.1540214,0.01886968],"category_scores_gemma":[0.0662011,0.001994038,0.002812339,0.001808249,0.006741889,0.008456272,0.003554743,0.08944958,0.01709258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008278097,"about_ca_system_score_gemma":0.01515168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02962926,"about_ca_topic_score_gemma":0.0505859,"domain_scores_codex":[0.9871377,0.004232013,0.001364312,0.001467056,0.003674174,0.002124734],"domain_scores_gemma":[0.96762,0.01641407,0.002110017,0.0009099553,0.003877125,0.009068931],"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":[0.0001347339,0.0000578634,0.0007216083,0.00008826995,0.00004611496,0.0004381186,0.0001124893,0.00004336481,0.0001552453,0.004938407,0.9849378,0.008325987],"study_design_scores_gemma":[0.0005368465,0.0001923923,0.002276186,0.001017271,0.0001409475,0.000919078,0.0006833217,0.0005850024,0.0002121011,0.02582444,0.96743,0.0001824375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009851205,0.0009538496,0.00004307105,0.9840259,0.0124747,0.00001017637,0.00006108276,0.00001348552,0.002319314],"genre_scores_gemma":[0.0005926729,0.0003662725,0.00008523045,0.9772457,0.01804484,0.00002669539,0.00001961497,0.00001052055,0.00360846],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1540214,"threshold_uncertainty_score":0.06527984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06222434533697765,"score_gpt":0.3240224682197239,"score_spread":0.2617981228827463,"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."}}