{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009926159,0.0002007358,0.0005281762,0.0005553177,0.0002413945,0.000630891,0.0004243633,0.0003134778,0.001474159],"category_scores_gemma":[0.00464461,0.0001300631,0.0009576702,0.000647555,0.0003077061,0.0003890459,0.0004948432,0.000833064,0.0002439947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009597584,"about_ca_system_score_gemma":0.0004776316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006150124,"about_ca_topic_score_gemma":0.009909903,"domain_scores_codex":[0.9993987,0.0002282146,0.00006548017,0.0000751168,0.0001355818,0.00009680869],"domain_scores_gemma":[0.9978172,0.0007789103,0.0008340981,0.0001327913,0.0002014043,0.000235694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001135171,0.0001154024,0.9705929,0.0001203543,0.0001441479,0.0005292305,0.0002225301,0.001203893,0.0003118748,0.0001580071,0.001160996,0.02430564],"study_design_scores_gemma":[0.0000411349,0.0008154418,0.9879673,0.0001014092,0.0002325662,0.00193216,0.0005017797,0.005326822,0.0004799117,0.0005777258,0.001993595,0.00003022938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934137,0.002782978,0.0005812615,0.0007021676,0.00005053674,0.00004576346,0.0004605363,0.00002922857,0.001933691],"genre_scores_gemma":[0.9984685,0.0004182973,0.0001792038,0.0001114743,0.00003154685,0.00001655869,0.0004876422,0.000004310342,0.0002825158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006150124,"threshold_uncertainty_score":0.01222867,"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."}}