{"id":"W4407285816","doi":"10.1093/jcag/gwae059.122","title":"A122 CHARACTERIZATION OF COLORECTAL NEOPLASIA IN PEOPLE WITH LYNCH SYNDROME","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Lynch syndrome; Medicine; Colorectal cancer; Internal medicine; Cancer; DNA mismatch repair","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":[0.0003384784,0.000212167,0.0002086188,0.002277986,0.0005764411,0.0004876211,0.0003925698,0.0002899065,0.0019857],"category_scores_gemma":[0.00138568,0.0001793671,0.0003218162,0.002051713,0.0002598609,0.0002675058,0.0005460211,0.0003209044,0.0003415608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000532678,"about_ca_system_score_gemma":0.0007828798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04234714,"about_ca_topic_score_gemma":0.05295273,"domain_scores_codex":[0.9996316,0.00005128104,0.00005108715,0.00009583739,0.0001080862,0.00006198725],"domain_scores_gemma":[0.998711,0.00009689793,0.0006136438,0.00007685446,0.0003032145,0.0001984371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001150083,0.000006099973,0.9990695,0.000008853623,0.000008643177,0.00005534243,0.00005687452,0.000006501425,0.0002356997,0.000006500693,0.00008545534,0.000449007],"study_design_scores_gemma":[6.035757e-7,0.00002030232,0.999268,0.000005154743,0.000005339671,0.0002944191,0.0001837942,0.00002119071,0.00003924524,0.00000567711,0.0001550567,0.000001207566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99523,0.0003785949,0.00009562893,0.00007871677,0.000006492282,0.00002990277,0.003111665,0.00001020377,0.001058767],"genre_scores_gemma":[0.9975636,0.0001946344,0.0001801563,0.00004175607,0.000006816841,0.00002010278,0.001669591,0.00000226585,0.0003210408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04234714,"threshold_uncertainty_score":0.08420128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003356616419861437,"score_gpt":0.2066598133630786,"score_spread":0.2033031969432172,"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."}}