{"id":"W2003726704","doi":"10.1089/jwh.2010.2114","title":"Factors Affecting Survival Among Women with Breast Cancer in Hawaii","year":2011,"lang":"en","type":"article","venue":"Journal of Women s Health","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Cancer Institute","keywords":"Medicine; Breast cancer; Cancer registry; Hazard ratio; Cancer; Internal medicine; Population; Proportional hazards model; Medical record; Comorbidity; Disease; National Death Index; Oncology; Gynecology; Environmental health","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":[0.001102201,0.0001638766,0.0007056636,0.0002754945,0.00006024465,0.00001217719,0.00008602561,0.00005416788,0.0006251396],"category_scores_gemma":[0.00001558394,0.0001028294,0.00005388009,0.0003147354,0.0000543042,0.000191992,0.00001595568,0.0005087851,0.000001005409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003095686,"about_ca_system_score_gemma":0.001059506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006070951,"about_ca_topic_score_gemma":0.001790585,"domain_scores_codex":[0.9982224,0.00007775774,0.0005156604,0.000139351,0.0003725844,0.0006722786],"domain_scores_gemma":[0.9984293,0.0000429427,0.0005802846,0.0001291053,0.0001109956,0.0007073477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00107923,0.0001563505,0.9380921,0.0001147268,0.00008843171,0.00005161425,0.05317488,0.000007885464,0.00002184434,0.000005089013,0.00004978253,0.007158034],"study_design_scores_gemma":[0.001878733,0.00154805,0.9607712,0.0003698182,0.0000100186,0.0000835976,0.03501174,0.000002212361,0.00002622279,0.00001098045,0.0001887697,0.0000986571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985356,0.0001570792,0.00001877454,0.0003060735,0.0003491838,0.000171466,0.00001306672,0.00001143309,0.0004373494],"genre_scores_gemma":[0.9991673,0.0002480959,0.00004433103,0.000182014,0.0002513822,0.00000572271,3.923435e-7,0.00002861467,0.00007219487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02267906,"threshold_uncertainty_score":0.9177503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04117790795111702,"score_gpt":0.3150628759501523,"score_spread":0.2738849679990353,"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."}}