{"id":"W2106220314","doi":"10.1109/titb.2006.872054","title":"Cancer Risk Analysis in Families With Hereditary Nonpolyposis Colorectal Cancer","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Information Technology in Biomedicine","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Carleton University","funders":"","keywords":"Colorectal cancer; Cancer; Medicine; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0007239238,0.000298125,0.0002799226,0.001003637,0.0002616369,0.0003699317,0.0002393167,0.0002760758,0.0009453902],"category_scores_gemma":[0.003978701,0.00007973351,0.0001998579,0.0005194073,0.0001095573,0.0002459834,0.0002204182,0.0001565414,0.0001879949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003982759,"about_ca_system_score_gemma":0.000329543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008427127,"about_ca_topic_score_gemma":0.008053991,"domain_scores_codex":[0.9995072,0.0002007819,0.00003986482,0.0001083239,0.0001169262,0.00002687439],"domain_scores_gemma":[0.9981039,0.001420609,0.0001437217,0.0000706338,0.0002201037,0.00004103528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00164984,0.0004710815,0.5635047,0.0001276348,0.0002360405,0.001377119,0.0006211347,0.09809414,0.02233974,0.0009032838,0.001602301,0.3090729],"study_design_scores_gemma":[0.00002798973,0.0002450144,0.1842828,0.00001376032,0.00007810516,0.0007012049,0.0002483763,0.797644,0.01466277,0.001182667,0.0008850301,0.00002833239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675028,0.0001623516,0.02989399,0.0001361213,0.00001012577,0.00005481879,0.000487603,0.0005499166,0.001202282],"genre_scores_gemma":[0.9794943,0.00006830482,0.01947313,0.00002010377,0.000005173732,0.00002721999,0.0003953885,0.00001124124,0.0005050936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008427127,"threshold_uncertainty_score":0.01675612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004415424126407189,"score_gpt":0.2394409121949225,"score_spread":0.2350254880685153,"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."}}