{"id":"W7113899263","doi":"10.1158/1557-3265.earlyonsetca25-b006","title":"Abstract B006: Early-onset colorectal cancer: 10 year review of histopathological trends in a tertiary hospital in Accra, Ghana","year":2025,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colorectal cancer; Histopathology; Stage (stratigraphy); Pathological; Cancer; Medical diagnosis; Retrospective cohort study; Metastasis","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":[0.001373749,0.0002612566,0.0004200848,0.004385719,0.0006193438,0.0008563236,0.000628547,0.0004429689,0.00216101],"category_scores_gemma":[0.003198812,0.0003821414,0.0003547205,0.00828197,0.0004997874,0.001000393,0.0006236046,0.0003522055,0.0004428422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001255856,"about_ca_system_score_gemma":0.002148354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01607727,"about_ca_topic_score_gemma":0.0218487,"domain_scores_codex":[0.9991693,0.0001854385,0.0002738229,0.0001268096,0.0001331291,0.0001113953],"domain_scores_gemma":[0.9948161,0.0008488581,0.003093114,0.0001043656,0.000748159,0.0003893306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001899022,0.00005200476,0.9529105,0.004929179,0.0001081911,0.005739336,0.002643496,0.00006022885,0.0008917111,0.00007530661,0.003972643,0.02842756],"study_design_scores_gemma":[0.000008493881,0.00008620457,0.9825926,0.001824431,0.00007869049,0.004198459,0.004719399,0.00004275196,0.0001234424,0.00001494689,0.006302154,0.0000084555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8788425,0.1087923,0.0002550578,0.002006142,0.0001556561,0.0001938204,0.007616373,0.00003381218,0.002104356],"genre_scores_gemma":[0.9176762,0.07597649,0.0006690649,0.0006038765,0.0001916163,0.0001347745,0.003832783,0.00001514572,0.0008999471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01607727,"threshold_uncertainty_score":0.0319674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103804417180166,"score_gpt":0.4954243945342837,"score_spread":0.3916199773541177,"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."}}