{"id":"W1902652494","doi":"10.1093/ije/dyv118","title":"Cohort Profile: The Breast Cancer Prospective Family Study Cohort (ProF-SC)","year":2015,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Lunenfeld-Tanenbaum Research Institute; Public Health Ontario; University of Toronto","funders":"National Institute of Environmental Health Sciences; National Health and Medical Research Council; Medical Research Council; National Cancer Institute; National Institutes of Health; University of Toronto; National Breast Cancer Foundation","keywords":"Medicine; Breast cancer; Prospective cohort study; Cohort; Cohort study; Oncology; Internal medicine; Cancer; Gynecology","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":[0.003199208,0.0001639501,0.0003248742,0.00008528457,0.0000532916,0.00001682337,0.0007600693,0.0001230522,0.0000620604],"category_scores_gemma":[0.001418134,0.0001095667,0.0001370885,0.00009265006,0.0002170082,0.00001360758,0.0001746791,0.0002910454,0.00001389832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003523084,"about_ca_system_score_gemma":0.0007806156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000210233,"about_ca_topic_score_gemma":0.00007994015,"domain_scores_codex":[0.9978244,0.0005482638,0.000743865,0.0003021808,0.0003546012,0.0002267085],"domain_scores_gemma":[0.9968854,0.0001576361,0.0006595972,0.000270141,0.001911356,0.0001159192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003351188,0.0001517888,0.9413299,9.847053e-7,0.001275189,0.00001354648,0.0001465056,0.001063831,0.001201383,0.0001831394,0.05132613,0.002972473],"study_design_scores_gemma":[0.001172214,0.0004370428,0.968841,0.00001496924,0.0001023893,0.0006806946,0.0005547819,0.00009518605,0.0005287778,0.001042435,0.0263876,0.000142938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980461,0.002391934,0.002198231,0.008246096,0.003870702,0.000623995,0.0001001596,0.00000749145,0.002100363],"genre_scores_gemma":[0.9940371,0.0003260352,0.0007173672,0.001983988,0.002230337,0.0001353144,0.0000250666,0.00002124738,0.0005235262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02751107,"threshold_uncertainty_score":0.4468002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04053661902296396,"score_gpt":0.3769114820318713,"score_spread":0.3363748630089073,"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."}}