{"id":"W2097068862","doi":"10.1634/theoncologist.2008-0184","title":"Commentary: Hormone Receptor Testing in Breast Cancer: A Distress Signal from Canada","year":2008,"lang":"en","type":"article","venue":"The Oncologist","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Genomic Health; Pfizer","keywords":"Medicine; Breast cancer; Estrogen receptor; Hormone receptor; Distress; Cancer; Oncology; Receptor; Estrogen; Hormone; Internal medicine; Gynecology; Clinical psychology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00757222,0.001338508,0.001907914,0.001518032,0.008579062,0.004069573,0.004491023,0.04770796,0.007082861],"category_scores_gemma":[0.04297516,0.0008902098,0.001586611,0.002060964,0.00625057,0.004276082,0.001912133,0.04436874,0.003174422],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02643808,"about_ca_system_score_gemma":0.05219417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4287891,"about_ca_topic_score_gemma":0.5595936,"domain_scores_codex":[0.9920649,0.001700844,0.0007209812,0.0008648826,0.003703962,0.0009444666],"domain_scores_gemma":[0.9449589,0.02138542,0.001971988,0.0006388431,0.02225395,0.008790907],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002350921,0.00000466807,0.000118395,0.00004192166,0.000005320386,0.0001165463,0.00005261705,0.00001565566,0.00004370839,0.000328126,0.9974343,0.001815139],"study_design_scores_gemma":[0.0001105161,0.00004082184,0.001352091,0.0007830674,0.00004741748,0.0005479504,0.0006693687,0.0001519924,0.0001722104,0.00193711,0.9941013,0.00008615807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001096634,0.002172547,0.00003488452,0.9561895,0.04055095,0.00001049704,0.00006781645,0.00001470484,0.0008494189],"genre_scores_gemma":[0.001578349,0.002071557,0.0001092445,0.962128,0.03126654,0.00001699332,0.0000343724,0.00002251357,0.002772406],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9924278,"threshold_uncertainty_score":0.8525866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01882751487536138,"score_gpt":0.2485873697969968,"score_spread":0.2297598549216354,"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."}}