{"id":"W4386404319","doi":"10.1097/01.cot.0000512989.04905.2a","title":"Relapse in Locally Advanced Breast Cancer Post-Neoadjuvant Treatment","year":2017,"lang":"en","type":"article","venue":"Oncology Times","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Neoadjuvant therapy; Oncology; Medicine; Internal medicine; Cancer","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":[0.00006363499,0.000233392,0.0003156222,0.00003915636,0.0002341613,0.00001889926,0.0002479941,0.0001889874,0.0001358021],"category_scores_gemma":[0.00003805657,0.0001902889,0.0000902466,0.00002480877,0.000237609,0.000009137973,0.0001679513,0.00007075332,0.00005028316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000282783,"about_ca_system_score_gemma":0.0003281499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00125323,"about_ca_topic_score_gemma":0.006222891,"domain_scores_codex":[0.9989045,0.00004828387,0.0001845136,0.0004506692,0.00007164951,0.0003404169],"domain_scores_gemma":[0.9990838,0.00001932482,0.0001567267,0.0005767129,0.00008799617,0.00007551027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003196516,0.001383501,0.2406287,0.00001791046,0.0007010431,0.0003010703,0.0005077853,0.0002066905,0.05691704,0.0001806306,0.006770018,0.6891891],"study_design_scores_gemma":[0.008546436,0.001586979,0.8638417,0.00007304822,0.0001112444,0.0001695449,0.0002612087,0.00001887772,0.01634303,0.0001036707,0.1084826,0.0004616885],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.952672,0.004144604,0.0000119571,0.01533388,0.0006536657,0.0004611443,0.0003138826,0.00003104118,0.02637781],"genre_scores_gemma":[0.9905775,0.002247419,0.000435028,0.0004377355,0.0002341525,0.000302566,0.00005845976,0.00002732439,0.005679819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6887274,"threshold_uncertainty_score":0.7759755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009101760322726294,"score_gpt":0.3041030851243778,"score_spread":0.2950013248016515,"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."}}