{"id":"W2331285376","doi":"10.1038/gim.2016.23","title":"Low risk of solid tumors in persons with Down syndrome","year":2016,"lang":"en","type":"article","venue":"Genetics in Medicine","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":184,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Agency for Toxic Substances and Disease Registry; Centers for Disease Control and Prevention","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008144364,0.000168292,0.0006515073,0.0004206126,0.00001823227,0.000001799137,0.0001806596,0.00009336471,0.002286165],"category_scores_gemma":[0.001171588,0.00009015138,0.00004506342,0.0006464615,0.0008230609,0.00002917312,0.00005570117,0.0003050982,0.00008823274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001167714,"about_ca_system_score_gemma":0.0001705684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002269314,"about_ca_topic_score_gemma":0.0002591466,"domain_scores_codex":[0.9980094,0.0001119264,0.0005117469,0.0003401833,0.000606655,0.0004200806],"domain_scores_gemma":[0.9988688,0.0002478993,0.00006775477,0.0005206903,0.0001119525,0.0001829612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006181834,0.0005887942,0.9510627,0.000382123,0.00008405058,0.0002085142,0.002899764,0.00001928963,0.0265032,0.00002837374,0.00257307,0.01503191],"study_design_scores_gemma":[0.007648343,0.008581518,0.9613398,0.004544528,0.00008236458,0.0006367253,0.00174802,0.0002779281,0.01340911,0.0006085754,0.0008775443,0.0002455244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924821,0.0004450217,0.0001977672,0.001886833,0.00004471601,0.0004527011,0.00002170593,0.00001303488,0.00445614],"genre_scores_gemma":[0.9970033,0.0008297575,0.0002999034,0.00009938185,0.00004449291,0.00002458275,0.000004935668,0.00002354562,0.001670101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01478639,"threshold_uncertainty_score":0.9986259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02956470051940004,"score_gpt":0.3265285287777643,"score_spread":0.2969638282583643,"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."}}