{"id":"W4416096904","doi":"10.24908/qap.v1i3.18901","title":"Colorectal Cancer Screening in Older Adults","year":2025,"lang":"","type":"article","venue":"Qapsule Queen s Undergraduate Health Sciences Journal","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colonoscopy; Colorectal cancer; Guideline; Logistic regression; Colorectal cancer screening; Comorbidity; Cancer; Incidence (geometry); Health care","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":[0.0005892874,0.0001055084,0.0001767064,0.000995486,0.0006100511,0.0004420259,0.0002920837,0.0001982744,0.001677688],"category_scores_gemma":[0.003490564,0.0001406187,0.0002966156,0.002598617,0.000228386,0.0002843636,0.0004651468,0.0001921558,0.0001486104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005281023,"about_ca_system_score_gemma":0.007286773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9091886,"about_ca_topic_score_gemma":0.9421706,"domain_scores_codex":[0.9994722,0.00004615458,0.00006113456,0.00007374707,0.0002387995,0.0001080298],"domain_scores_gemma":[0.9982334,0.0001138999,0.000770984,0.00007818741,0.0005148616,0.0002885582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001905435,0.00000710771,0.9966522,0.00002694847,0.00001587088,0.00001937519,0.000187111,0.0000242222,0.00003763674,0.00002222481,0.0007954361,0.00219276],"study_design_scores_gemma":[0.000001433334,0.000005988427,0.9995173,0.000007819294,0.00000448376,0.00001091976,0.00009150373,0.00002843239,0.000004882855,0.000004306405,0.0003219242,8.699538e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831924,0.0008529069,0.0001388438,0.0004600511,0.00001479296,0.00007300857,0.01200333,0.00001252853,0.003252214],"genre_scores_gemma":[0.9955068,0.0004540795,0.0001347821,0.00008967889,0.000007841901,0.00003590036,0.003140354,0.000001970866,0.0006286553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9091886,"threshold_uncertainty_score":0.1826923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01995468097415307,"score_gpt":0.3466923822414559,"score_spread":0.3267377012673028,"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."}}