{"id":"W2085171058","doi":"10.1158/0008-5472.sabcs12-p4-16-04","title":"Abstract P4-16-04: Outcome of stage II/III breast cancer treated with neoadjuvant versus adjuvant radiotherapy in British Columbia.","year":2012,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Breast cancer; Radiation therapy; Oncology; Neoadjuvant therapy; Stage (stratigraphy); Internal medicine; Chemotherapy; Cancer; Adjuvant","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000424704,0.0002489599,0.0003615875,0.0007476029,0.0005759365,0.0004944498,0.000643458,0.0003869145,0.004588505],"category_scores_gemma":[0.001675473,0.0001731468,0.0002717097,0.001275799,0.0003135883,0.0002302032,0.0005147625,0.0005690554,0.0005762989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005480033,"about_ca_system_score_gemma":0.00444404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6156451,"about_ca_topic_score_gemma":0.6475461,"domain_scores_codex":[0.9997439,0.0000425887,0.00002516352,0.00004900022,0.00007261916,0.00006674403],"domain_scores_gemma":[0.9989518,0.000148545,0.0002731051,0.00003562453,0.0002570757,0.0003338437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008000314,0.000619448,0.9665673,0.0002628184,0.0001330718,0.0003887636,0.0003243155,0.0003381064,0.0007958066,0.00004128006,0.006232761,0.0162959],"study_design_scores_gemma":[0.0002194159,0.0006055044,0.9971449,0.00004692249,0.0000649092,0.0001449121,0.000350106,0.0001955482,0.0001695683,0.00002078883,0.001026774,0.00001073788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988076,0.0004700045,0.00003326375,0.0001841467,0.00001364823,0.0001159375,0.008611488,0.00001137844,0.002483971],"genre_scores_gemma":[0.9887139,0.0002200249,0.00007417465,0.0001278973,0.00001212028,0.0001014215,0.00681646,0.000009382004,0.003924486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3843549,"threshold_uncertainty_score":0.773237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04521200788693053,"score_gpt":0.3701153866608867,"score_spread":0.3249033787739562,"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."}}