{"id":"W2145782607","doi":"10.1158/1055-9965.epi-12-1036","title":"Variation in Genes Related to Obesity, Weight, and Weight Change and Risk of Contralateral Breast Cancer in the WECARE Study Population","year":2012,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"National Cancer Institute; National Institute on Aging","keywords":"Breast cancer; Obesity; Variation (astronomy); Medicine; Population; Oncology; Cancer; Biology; Internal medicine; Environmental health; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006532681,0.0002995849,0.0002789305,0.0004284391,0.0006298588,0.0005885656,0.0003859578,0.0003875931,0.001583471],"category_scores_gemma":[0.001930968,0.0002156159,0.0005385639,0.0009537276,0.0003752109,0.0002594223,0.0004379481,0.0004094195,0.0001359521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003374604,"about_ca_system_score_gemma":0.0004148447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02981378,"about_ca_topic_score_gemma":0.03304127,"domain_scores_codex":[0.9994492,0.0001291129,0.00005107949,0.0002181809,0.00008585441,0.00006646429],"domain_scores_gemma":[0.9992197,0.0001606113,0.0002743715,0.0001447764,0.00009527684,0.0001053686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002606492,0.00003493613,0.9973043,0.000008537291,0.0001911632,0.00009782402,0.00009747202,0.0000479589,0.0006719764,0.00005632528,0.0002638016,0.0009648832],"study_design_scores_gemma":[0.00001491856,0.00003499903,0.9992706,0.000004278271,0.00007616823,0.0001504666,0.00006143178,0.00007727148,0.00008035699,0.00002819604,0.000198603,0.000002728514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985707,0.0002094792,0.0001341615,0.00003907971,0.00000583841,0.000007873331,0.0007248413,0.000004193019,0.0003039544],"genre_scores_gemma":[0.9988311,0.00009278192,0.0001290509,0.00003971726,0.000005656932,0.00001509621,0.0007198321,0.000005061314,0.0001617303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02981378,"threshold_uncertainty_score":0.05928046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04585276487321754,"score_gpt":0.3631923480745134,"score_spread":0.3173395832012959,"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."}}