{"id":"W2078818735","doi":"10.1007/s10689-010-9354-5","title":"Pancreatic cancer risk counselling and screening: impact on perceived risk and psychological functioning","year":2010,"lang":"en","type":"article","venue":"Familial Cancer","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University Health Network; University of British Columbia; University of Toronto; York University","funders":"Pancreatic Cancer Canada Foundation","keywords":"Worry; Medicine; Risk perception; Anxiety; Pancreatic cancer; Distress; Cancer; Clinical psychology; Family history; Internal medicine; Psychiatry; Perception; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001941651,0.0002197075,0.0001809323,0.00004314485,0.0002858696,0.00005083132,0.00009245808,0.0002237375,0.0001859318],"category_scores_gemma":[0.00006060861,0.0001787303,0.00006821763,0.00008581665,0.0002011423,0.000007053271,0.00002222535,0.0004022541,0.000003503937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003662172,"about_ca_system_score_gemma":0.00006911262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001846106,"about_ca_topic_score_gemma":0.001320411,"domain_scores_codex":[0.9988072,0.00007144052,0.0001685474,0.0005460187,0.0001430683,0.000263754],"domain_scores_gemma":[0.999348,0.00004480811,0.0001204368,0.0002684114,0.00009197779,0.0001263602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001318255,0.00008193134,0.5496629,0.00002296198,0.0003336956,0.000003354503,0.0007669287,0.007722468,0.3068632,0.00001588584,0.004452358,0.128756],"study_design_scores_gemma":[0.001390462,0.0006525803,0.9766915,0.00003891085,0.0001926824,0.00001685605,0.0001177221,0.002733096,0.004605771,0.0002075701,0.01292321,0.0004296166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935883,0.00295374,0.002086106,0.00006471443,0.0006526957,0.000193721,0.000247929,0.00002254966,0.0001902626],"genre_scores_gemma":[0.9775902,0.01985096,0.0009238342,0.0002507375,0.0009821644,0.0001202391,0.00002614989,0.00003102063,0.0002246701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4270286,"threshold_uncertainty_score":0.7288411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019757442149128,"score_gpt":0.3205233080111977,"score_spread":0.3003257335897064,"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."}}