{"id":"W1980881551","doi":"10.1007/s10689-005-3143-6","title":"Behavioral and Economic Impact of a Familial History of Cancers","year":2005,"lang":"en","type":"article","venue":"Familial Cancer","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Family history; Medicine; Colonoscopy; Fecal occult blood; Epidemiology; Medical history; Cancer screening; Cancer; Colorectal cancer; Internal medicine; Gynecology; Family 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":[],"consensus_categories":[],"category_scores_codex":[0.00005968343,0.0001211255,0.0001778422,0.00004564048,0.00001361607,0.000001944627,0.0001117455,0.0001045306,0.0001840329],"category_scores_gemma":[0.000006101671,0.0001234021,0.000113458,0.00002643313,0.0002186225,0.000006029756,0.00004992205,0.0000524501,0.000001740834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002149926,"about_ca_system_score_gemma":0.002444986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01195461,"about_ca_topic_score_gemma":0.005064885,"domain_scores_codex":[0.9992964,0.00001893098,0.0002259405,0.000230994,0.00007414144,0.0001536394],"domain_scores_gemma":[0.9995339,0.000004553251,0.0001290337,0.0002162186,0.00006097795,0.00005533489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005824329,0.00005357326,0.04000774,0.0000406876,0.0001938494,5.967572e-7,0.0009018748,0.02020306,0.8425775,0.00002340026,0.05463327,0.04078199],"study_design_scores_gemma":[0.006156173,0.002882825,0.2041158,0.00008843237,0.0003687792,0.00001906735,0.000424151,0.00357948,0.4010331,0.00005135842,0.380006,0.001274725],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918268,0.00625965,0.00002688346,0.00002234731,0.0005341013,0.0001157005,0.0003009859,0.000004395946,0.0009091446],"genre_scores_gemma":[0.9972795,0.0008801761,0.0003745167,0.00005495701,0.0004640596,0.00003810184,0.00002379194,0.000019137,0.0008657284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4415444,"threshold_uncertainty_score":0.9946249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.018410223329893,"score_gpt":0.3100590589057487,"score_spread":0.2916488355758557,"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."}}