{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009258854,0.0006120717,0.0005222771,0.001340982,0.0007919993,0.000610909,0.0007542662,0.0007555427,0.01332308],"category_scores_gemma":[0.002477377,0.0003802061,0.0005604575,0.002187943,0.0001105439,0.0005127532,0.0006878528,0.0007482098,0.0037682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003023617,"about_ca_system_score_gemma":0.0008483418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01427995,"about_ca_topic_score_gemma":0.01734065,"domain_scores_codex":[0.9995978,0.00008369197,0.00004798528,0.0001135377,0.00008807825,0.00006884195],"domain_scores_gemma":[0.9987524,0.0000836712,0.0001976843,0.0002848053,0.0004305133,0.0002509903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003316225,0.0002503762,0.8643312,0.0002863327,0.0005094326,0.0007359208,0.0002311416,0.000510673,0.002976547,0.0008215614,0.1098415,0.01618896],"study_design_scores_gemma":[0.0005099234,0.0004529197,0.9610811,0.0001358076,0.0002859969,0.001518781,0.0001765616,0.0006952804,0.0004355637,0.000490016,0.03417344,0.00004456154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3750938,0.001372727,0.003927932,0.0008540163,0.0002090358,0.001469798,0.6044139,0.0002964728,0.01236222],"genre_scores_gemma":[0.4987447,0.001859171,0.005509334,0.001032267,0.000260161,0.00313807,0.4666184,0.0001967123,0.02264106],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01427995,"threshold_uncertainty_score":0.04457009,"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."}}