{"id":"W7099282905","doi":"","title":"Specialists ’ perceptions of hereditary colorectal cancer screening in Newfoundland and Labrador","year":2016,"lang":"en","type":"article","venue":"","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colorectal cancer screening; Hereditary Cancer; Genetic counseling; Cancer screening; Medical screening; Genetic testing; Colorectal cancer; Colonic disease","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":[0.0001015501,0.00006299742,0.0000880309,0.00002787193,0.00002773733,0.000006405523,0.00009416098,0.00002328096,0.009307646],"category_scores_gemma":[0.000009034127,0.00004279505,0.00001471857,0.0001022596,0.0001530086,0.0001314927,0.0002241124,0.0000281895,0.00003790687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001081662,"about_ca_system_score_gemma":0.000002607503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03888922,"about_ca_topic_score_gemma":0.1367127,"domain_scores_codex":[0.9994201,0.00002446707,0.0001238702,0.0001558467,0.0001348395,0.0001408641],"domain_scores_gemma":[0.999801,0.00003074013,0.00002751798,0.00009045223,0.00000203822,0.00004827838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001894595,0.0000282678,0.9653686,0.000003890916,0.000005860246,0.000004547752,0.0003311902,0.0006908983,0.001778195,0.0001971308,0.001210927,0.03036156],"study_design_scores_gemma":[0.0003686612,0.00002646396,0.9967769,0.00002323313,0.000004010534,0.000001357875,0.0002219439,0.0009171496,0.00005202344,0.00008387084,0.001450283,0.00007406224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764966,0.00001394611,0.0003233179,0.0005557068,0.0000464027,0.0001237072,0.000007554705,0.000008109877,0.02242469],"genre_scores_gemma":[0.997096,0.00004843863,0.000725196,0.00006311775,0.00004184272,0.0000112499,6.500151e-7,0.000005421078,0.002008108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09782352,"threshold_uncertainty_score":0.991598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01224963216177131,"score_gpt":0.251692067279873,"score_spread":0.2394424351181017,"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."}}