{"id":"W2408477660","doi":"10.1158/1538-7445.sabcs15-p1-10-20","title":"Abstract P1-10-20: Importance of the patient voice in drug development: Early-stage breast cancer and measurement gaps concerning the treatment experience","year":2016,"lang":"en","type":"article","venue":"Cancer Research","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Asymptomatic; Stage (stratigraphy); Internal medicine; Cancer; Disease; Oncology; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006882485,0.0002358862,0.0003177216,0.00009902368,0.0002591772,0.00002401229,0.0003059929,0.00005400627,0.0006527299],"category_scores_gemma":[0.00006587286,0.0001107731,0.00005950497,0.0004302668,0.0007736049,0.000159765,0.0001287592,0.0002773053,0.000007660431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002368926,"about_ca_system_score_gemma":0.001139013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003386099,"about_ca_topic_score_gemma":0.006322759,"domain_scores_codex":[0.9969477,0.000121338,0.0004464146,0.0004937911,0.001349602,0.0006411448],"domain_scores_gemma":[0.9984092,0.0001859336,0.0001912289,0.0005762297,0.0004822783,0.0001551726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001663012,0.0002546182,0.5674741,0.0001843075,0.0001913361,0.00002956598,0.03218191,0.00004673826,0.1254789,0.00005340795,0.0002071392,0.272235],"study_design_scores_gemma":[0.0027291,0.0001174257,0.7462056,0.001896329,0.00001548628,0.00001136497,0.002770427,0.00000353317,0.1576427,0.00003046267,0.08836944,0.0002081955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856483,0.009470956,0.000005324821,0.00329381,0.0001198862,0.001045321,0.00008021266,0.00001758173,0.0003186135],"genre_scores_gemma":[0.9949021,0.001603726,0.00003460754,0.0001100792,0.0001069906,0.001406265,8.428843e-7,0.00003647812,0.001798886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2720268,"threshold_uncertainty_score":0.7146935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09652163825045382,"score_gpt":0.3756239939993864,"score_spread":0.2791023557489326,"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."}}