{"id":"W2162584202","doi":"10.1186/bcr3462","title":"Estrogen receptor negative/progesterone receptor positive breast cancer is not a reproducible subtype","year":2013,"lang":"en","type":"article","venue":"Breast Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Clinical Research Institute","funders":"National Cancer Institute","keywords":"Progesterone receptor; Breast cancer; Estrogen receptor; Medicine; Oncology; Internal medicine; Estrogen; Cancer; Biomarker; Surgical oncology; Tissue microarray; Cancer research; Gynecology; Biology","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":[0.01611329,0.0002418009,0.0006856724,0.001065239,0.0006397765,0.001537251,0.0009837445,0.0004886966,0.0009019408],"category_scores_gemma":[0.04659389,0.0002892061,0.0006840733,0.001746857,0.00118762,0.0005795531,0.001303705,0.0004737296,0.000371988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005207229,"about_ca_system_score_gemma":0.0008017317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002771161,"about_ca_topic_score_gemma":0.003863945,"domain_scores_codex":[0.9835678,0.00548077,0.002563648,0.003929746,0.004130705,0.0003272505],"domain_scores_gemma":[0.9432597,0.02040813,0.0163306,0.01421797,0.005215611,0.0005679939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001587755,0.00001214969,0.9878719,0.0001152711,0.0003867626,0.00006355264,0.0002749841,0.0001528861,0.001513723,0.0001332319,0.0003457153,0.008971052],"study_design_scores_gemma":[0.00001567389,0.0001026831,0.9936966,0.00007459681,0.0002611759,0.0009533255,0.000216114,0.0005725356,0.001536926,0.0004880447,0.002071123,0.00001120554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827363,0.003137547,0.007065613,0.0004171935,0.0000991092,0.0001094792,0.002087661,0.00007882511,0.004268144],"genre_scores_gemma":[0.9969226,0.0002503792,0.001133964,0.0001981462,0.00004951501,0.00004150333,0.001157703,0.00001917747,0.000227044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01611329,"threshold_uncertainty_score":0.08521622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03499043794545057,"score_gpt":0.3461283579483459,"score_spread":0.3111379200028953,"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."}}