{"id":"W3129622461","doi":"10.1158/1538-7445.sabcs20-pd13-02","title":"Abstract PD13-02: Site of recurrence after neoadjuvant therapy: A multi-center pooled analysis","year":2021,"lang":"en","type":"article","venue":"Cancer Research","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Cumulative incidence; Internal medicine; Oncology; Incidence (geometry); Population; Confidence interval; Breast cancer; Disease; Cancer; Cohort","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":[0.02239613,0.001289688,0.00479392,0.001883354,0.0003372819,0.001947823,0.001387195,0.001121122,0.003119885],"category_scores_gemma":[0.01901332,0.0006326815,0.01571116,0.002983542,0.0003926694,0.0008834751,0.001476319,0.00112187,0.0003991406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006846348,"about_ca_system_score_gemma":0.0007534009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002076396,"about_ca_topic_score_gemma":0.002298265,"domain_scores_codex":[0.9806066,0.01209608,0.00222349,0.003207391,0.001389104,0.0004772852],"domain_scores_gemma":[0.9788951,0.01009841,0.005818696,0.003208759,0.001417994,0.0005611719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.05981634,0.0001908279,0.3235241,0.004094994,0.5824597,0.0002428649,0.0001153731,0.005722071,0.001834314,0.000242552,0.003854643,0.01790225],"study_design_scores_gemma":[0.005827206,0.004983064,0.531666,0.0005038984,0.4407863,0.0004517021,0.0001995609,0.00944079,0.001168894,0.0006641998,0.004169448,0.0001389093],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8975478,0.05574651,0.01422638,0.0004679373,0.0003491327,0.0008861329,0.02800403,0.0002191337,0.002552903],"genre_scores_gemma":[0.9905204,0.001297419,0.001394184,0.0001979712,0.0001137953,0.0004076666,0.005562719,0.00004940211,0.0004565322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02239613,"threshold_uncertainty_score":0.1184435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06189734309802555,"score_gpt":0.4370923707468213,"score_spread":0.3751950276487958,"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."}}