{"id":"W4406371590","doi":"10.3390/cancers17020247","title":"Characteristics, Treatment and Outcomes of Stage I to III Colorectal Cancer in Patients Aged over 80 Years Old","year":2025,"lang":"en","type":"article","venue":"Cancers","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Essar Steel Algoma (Canada); Sault Area Hospital; NOSM University","funders":"Mach-Gaensslen Foundation of Canada","keywords":"Medicine; Colorectal cancer; Stage (stratigraphy); Cancer; Chemotherapy; Internal medicine; Disease; Medical record; Radiation therapy; Adjuvant chemotherapy; Breast cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002842327,0.0001306958,0.0002540183,0.0007425316,0.000408015,0.0004132349,0.0001696172,0.0002956985,0.001025786],"category_scores_gemma":[0.001885912,0.00009465414,0.0002896114,0.001005305,0.0002053359,0.000302511,0.0002605861,0.0002865679,0.0001517924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004630657,"about_ca_system_score_gemma":0.000497118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01317867,"about_ca_topic_score_gemma":0.02231907,"domain_scores_codex":[0.9997566,0.00003115488,0.00003937697,0.00004171013,0.00005501622,0.00007615457],"domain_scores_gemma":[0.9986975,0.0001425852,0.0006498861,0.00002410844,0.0001340273,0.0003518493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003402686,0.000008776671,0.9993787,0.000004045989,0.000009785689,0.00005901261,0.00003089666,0.00001251616,0.00004337293,0.000003557151,0.00006394985,0.000351335],"study_design_scores_gemma":[0.000002573295,0.00005018717,0.9993343,0.000004816661,0.00001056588,0.0002384634,0.0001911721,0.00002960885,0.00001148801,0.000005397842,0.0001200009,0.000001382437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988635,0.000295392,0.00001676743,0.00004932561,0.000006009176,0.000005466394,0.0003923779,0.000001172191,0.0003700432],"genre_scores_gemma":[0.9993255,0.0001369296,0.00002011608,0.0000395589,0.000008787779,0.00000624993,0.000396202,6.456677e-7,0.00006596475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01317867,"threshold_uncertainty_score":0.02620393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01091174810668547,"score_gpt":0.2958442676011326,"score_spread":0.2849325194944471,"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."}}