{"id":"W4322774476","doi":"10.1158/1538-7445.sabcs22-p6-05-12","title":"Abstract P6-05-12: Understanding Patient Perspectives on Window of Opportunity Clinical Trial Participation in Breast Cancer","year":2023,"lang":"en","type":"article","venue":"Cancer Research","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada; University of Toronto; Ontario Institute for Cancer Research; McMaster University; Ottawa Hospital","funders":"","keywords":"Medicine; Breast cancer; Clinical trial; Cancer; Window of opportunity; Oncology; Family medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02441007,0.0001686225,0.0003427818,0.000616247,0.001864385,0.003490365,0.0006640523,0.001474449,0.004297494],"category_scores_gemma":[0.07411794,0.0002461979,0.0006255875,0.0005787174,0.001492795,0.002670527,0.002278334,0.002957259,0.0004861185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001775688,"about_ca_system_score_gemma":0.003275404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222302,"about_ca_topic_score_gemma":0.00209741,"domain_scores_codex":[0.9757015,0.02029296,0.0008373918,0.0004987153,0.001457699,0.001211823],"domain_scores_gemma":[0.8934654,0.06980935,0.0217838,0.001367278,0.004067227,0.009506907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001917588,0.001484462,0.7378047,0.001122804,0.0003388441,0.0007401566,0.08471133,0.0004845867,0.0008740739,0.004454356,0.02351778,0.1425494],"study_design_scores_gemma":[0.000451947,0.003360755,0.6746534,0.002404241,0.0003206833,0.002413479,0.2380781,0.003625785,0.00108323,0.01130088,0.06200663,0.0003007732],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513351,0.002053119,0.001324348,0.03477437,0.0001593074,0.0002244388,0.0003588702,0.00001960343,0.009750806],"genre_scores_gemma":[0.9935222,0.0008593941,0.0008065292,0.004063631,0.00009951777,0.0001885237,0.000104101,0.000006654304,0.000349384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02441007,"threshold_uncertainty_score":0.1290943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.596055075499918,"score_gpt":0.5828673150379452,"score_spread":0.01318776046197279,"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."}}