{"id":"W2984741810","doi":"10.1007/s00432-019-03083-y","title":"Impact of pathologic complete response on survival after neoadjuvant chemotherapy in early-stage breast cancer: a population-based analysis","year":2019,"lang":"en","type":"article","venue":"Journal of Cancer Research and Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Breast cancer; Internal medicine; Oncology; Stage (stratigraphy); Neoadjuvant therapy; Chemotherapy; Clinical endpoint; Cancer; Hematology; Population; Gastroenterology; Clinical trial","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":[0.001678377,0.0002990011,0.0005297059,0.0005781267,0.0003169843,0.0005861915,0.0004246477,0.0005980446,0.001338965],"category_scores_gemma":[0.003363176,0.000288787,0.001119119,0.00087947,0.0004173303,0.0005326297,0.0004029457,0.0007497093,0.0001402499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002906797,"about_ca_system_score_gemma":0.0002733485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002222754,"about_ca_topic_score_gemma":0.002670177,"domain_scores_codex":[0.9986296,0.0007339223,0.00008564797,0.0002741446,0.0001235711,0.0001532287],"domain_scores_gemma":[0.9975106,0.001243863,0.0006054111,0.0002770585,0.0001220101,0.0002411804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002026728,0.00007823557,0.9947454,0.00001060833,0.0005836075,0.00007957513,0.00005268516,0.0001308618,0.0004735433,0.00002116624,0.00005438759,0.001743214],"study_design_scores_gemma":[0.00002171849,0.0003674275,0.9987298,0.000002071216,0.000257799,0.0001324127,0.00008714222,0.0002270179,0.00006021533,0.00002628369,0.00008391215,0.000004187649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992577,0.0003144662,0.0000785975,0.00003148411,0.000003932875,0.000002903022,0.0001243799,0.000001969328,0.0001845171],"genre_scores_gemma":[0.9997378,0.0000534947,0.00001587951,0.0000100504,0.000005666681,0.000002630235,0.00009630001,0.000001714675,0.0000764404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002222754,"threshold_uncertainty_score":0.008876204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0682819106962402,"score_gpt":0.4932464486735482,"score_spread":0.4249645379773079,"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."}}