{"id":"W2990066905","doi":"10.1289/isee.2011.00058","title":"WILL WOMEN DIAGNOSED WITH BREAST CANCER PROVIDE BIOLOGICAL SAMPLES FOR FUTURE RESEARCH PURPOSES?","year":2011,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; Cancer Care Ontario; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Morning; Breast cancer; Urine; Cancer; Saliva; Population; Demography; Gerontology; Gynecology; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03129661,0.0001788732,0.0004250499,0.0007325201,0.0008518878,0.001694543,0.0009346544,0.002819659,0.004232026],"category_scores_gemma":[0.1160934,0.0002878807,0.0004591523,0.001716245,0.001753588,0.002234266,0.0006563375,0.0008190075,0.001498419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001276382,"about_ca_system_score_gemma":0.003301504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01198402,"about_ca_topic_score_gemma":0.01041765,"domain_scores_codex":[0.9872792,0.0073447,0.000986631,0.0008415606,0.002486499,0.001061425],"domain_scores_gemma":[0.9443275,0.02832766,0.01601729,0.002071719,0.006363662,0.002892247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004747933,0.00009726535,0.9147769,0.0005340648,0.00006795269,0.0002936011,0.001641715,0.0000567635,0.0001495151,0.0008207716,0.01278656,0.06830011],"study_design_scores_gemma":[0.0002575857,0.001256333,0.9032801,0.001927663,0.0003536294,0.003962906,0.01380565,0.0006177486,0.0005840566,0.003904145,0.06997722,0.0000729501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.687939,0.03277535,0.001831105,0.2513491,0.001730385,0.0004705495,0.002961449,0.00005837069,0.02088478],"genre_scores_gemma":[0.9467695,0.013577,0.002077026,0.03266381,0.001682299,0.000440949,0.0007483247,0.00001566548,0.002025506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03129661,"threshold_uncertainty_score":0.1655143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1364256496286988,"score_gpt":0.3287058693922333,"score_spread":0.1922802197635345,"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."}}