{"id":"W2091805528","doi":"10.1002/cncr.23350","title":"Prognostic significance of HER‐2 status in women with inflammatory breast cancer","year":2008,"lang":"en","type":"article","venue":"Cancer","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"National Cancer Institute; Susan G. Komen for the Cure","keywords":"Medicine; Internal medicine; Trastuzumab; Breast cancer; Proportional hazards model; Univariate analysis; Anthracycline; Disease; Multivariate analysis; Oncology; Survival analysis; Inflammatory breast cancer; Regimen; Cancer; Chemotherapy; Surgery; Gastroenterology","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":[0.0005110793,0.0001698658,0.0001779814,0.0004566666,0.00023606,0.0003682911,0.000181355,0.0003225463,0.001125278],"category_scores_gemma":[0.002496287,0.0000980676,0.0001808326,0.000572608,0.000288252,0.000284323,0.0002495095,0.0002798823,0.0001691436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002065562,"about_ca_system_score_gemma":0.0002356914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009114732,"about_ca_topic_score_gemma":0.001483441,"domain_scores_codex":[0.9998187,0.00005807746,0.00001803502,0.00002600138,0.00003025628,0.00004897744],"domain_scores_gemma":[0.9987192,0.0003791662,0.0006139404,0.00003236336,0.00007030888,0.0001849864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001635092,0.000006082112,0.9986859,0.000005020244,0.000008547431,0.00008872623,0.00001532069,0.00003554897,0.00007972238,0.000006021266,0.00003749925,0.0008680117],"study_design_scores_gemma":[0.00001451637,0.0001090975,0.9981996,0.000008859354,0.00003130397,0.0009920743,0.00009336542,0.0001865218,0.0000772671,0.0000367403,0.0002473816,0.000003260181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987456,0.0007515664,0.00002488078,0.00005770738,0.000005883273,0.000002997529,0.0001040911,0.000001292146,0.0003061452],"genre_scores_gemma":[0.9996716,0.0001349418,0.00002191146,0.0000129756,0.00001186964,0.000002858058,0.00009964789,5.11695e-7,0.0000435672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001125278,"threshold_uncertainty_score":0.003764451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02885500294830198,"score_gpt":0.3240925398947564,"score_spread":0.2952375369464544,"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."}}