{"id":"W7019749425","doi":"","title":"International assessment of Lynch syndrome screening practices","year":2024,"lang":"en","type":"article","venue":"D-Scholarship@Pitt (University of Pittsburgh)","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lynch syndrome; Hereditary Cancer; Colorectal cancer screening; Cancer screening; Colorectal cancer; Genetic testing; Risk assessment; Cancer; Endometrial cancer","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006917808,0.000176741,0.0003798223,0.0004318446,0.00008224256,0.00003655368,0.0004163171,0.0001702206,0.001942211],"category_scores_gemma":[0.0002209821,0.0002034698,0.0002261206,0.0004645333,0.0001795379,0.0005987721,0.0002429934,0.000564738,0.00001562654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002317938,"about_ca_system_score_gemma":0.0003174464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001610679,"about_ca_topic_score_gemma":0.00001712025,"domain_scores_codex":[0.9982118,0.00008508953,0.0002437659,0.000419776,0.0008107166,0.0002288539],"domain_scores_gemma":[0.9986166,0.0002213454,0.0003388938,0.0003513382,0.0003168527,0.0001549489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001313452,0.001283098,0.5894003,0.002867365,0.004760674,0.003503413,0.004647514,0.0003402302,0.2420585,0.007820207,0.004064981,0.1379403],"study_design_scores_gemma":[0.001358198,0.0008486483,0.9449216,0.001064946,0.0005348935,0.000336025,0.001707453,0.00162405,0.00112904,0.001663319,0.04450208,0.0003097345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773834,0.0005927357,0.01399105,0.001818554,0.0007890943,0.0002980382,0.00002828823,0.0001002765,0.004998507],"genre_scores_gemma":[0.9862584,0.0002199819,0.01284347,0.00005096338,0.00006676825,8.203187e-7,0.00002644355,0.00002457857,0.0005085123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3555213,"threshold_uncertainty_score":0.9989702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04818239950432994,"score_gpt":0.3387620952387809,"score_spread":0.290579695734451,"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."}}