{"id":"W4392953555","doi":"10.1093/jcag/gwae007","title":"Post-polypectomy surveillance: follow-up recommendations from the Alberta Colorectal Cancer Screening Program","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital; Alberta Health Services; University of Calgary; University of Alberta","funders":"Academy of Health Sciences","keywords":"Polypectomy; Colorectal cancer; Medicine; General surgery; Cancer; Colonoscopy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0281572,0.001090787,0.001205807,0.007088477,0.00245235,0.003658704,0.005819651,0.006534883,0.004195021],"category_scores_gemma":[0.07266536,0.0009894506,0.003157524,0.005623318,0.001230822,0.001793596,0.003141946,0.006529669,0.001805903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02501757,"about_ca_system_score_gemma":0.1306879,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6128204,"about_ca_topic_score_gemma":0.7684239,"domain_scores_codex":[0.9794258,0.005437441,0.004303635,0.0006587881,0.008568319,0.001606016],"domain_scores_gemma":[0.916473,0.01016254,0.004935902,0.000871639,0.06034562,0.007211312],"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":[0.0001675482,0.0001615579,0.009208291,0.008610515,0.0002658267,0.0005961659,0.001418015,0.001483262,0.0005513039,0.004342452,0.7663926,0.2068024],"study_design_scores_gemma":[0.0006331288,0.0001939941,0.04384117,0.05581696,0.001173947,0.0004650425,0.001625433,0.001174606,0.0004589999,0.003266376,0.8910954,0.0002549183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.008209644,0.1325883,0.0109003,0.7497005,0.01585364,0.004669268,0.01051979,0.0008902416,0.06666817],"genre_scores_gemma":[0.09114617,0.2259033,0.24668,0.3508077,0.006028555,0.007688672,0.0273374,0.0003475189,0.04406082],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3871796,"threshold_uncertainty_score":0.7789196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01155692415640613,"score_gpt":0.2702083335870302,"score_spread":0.258651409430624,"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."}}