{"id":"W2524939792","doi":"10.1111/his.13038","title":"Basal biomarkers nestin and INPP4b identify intrinsic subtypes accurately in breast cancers that are weakly positive for oestrogen receptor","year":2016,"lang":"en","type":"article","venue":"Histopathology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lions Gate Hospital; Canadian Centre for Applied Research in Cancer Control; University of Ottawa; Centre for Advancing Health Outcomes; BC Cancer Agency; Ottawa Hospital; University of British Columbia","funders":"National Institutes of Health","keywords":"Nestin; Immunohistochemistry; Basal (medicine); Tissue microarray; Subtyping; Breast cancer; Internal medicine; Oncology; Pathology; Medicine; Biology; Cancer research; Cancer; Stem cell","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":[0.0003589128,0.000163895,0.000259799,0.0004331,0.0001429789,0.0003751872,0.0001951939,0.0001831399,0.0009201952],"category_scores_gemma":[0.0007923171,0.0001253672,0.0001290737,0.0002333705,0.0001541926,0.0001700484,0.0003262566,0.0002193536,0.0003364476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001196687,"about_ca_system_score_gemma":0.0001546437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006845337,"about_ca_topic_score_gemma":0.001962173,"domain_scores_codex":[0.9998314,0.00003028649,0.00002016888,0.00004506344,0.00004508944,0.00002797444],"domain_scores_gemma":[0.9996568,0.00007464254,0.0001174009,0.00004233498,0.00006036534,0.000048408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00062848,0.00002934138,0.9070977,0.00004928456,0.00004690404,0.000128698,0.0000825335,0.0001568945,0.08230469,0.00002736232,0.00006658796,0.009381546],"study_design_scores_gemma":[0.000009933901,0.000148659,0.9811211,0.00001205838,0.00005309661,0.0007774417,0.0001464861,0.001008244,0.0162424,0.00004710263,0.0004304698,0.000003031397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988161,0.0002040844,0.0006180153,0.000006700398,0.000001000413,0.000009842628,0.0001160956,0.00000637587,0.0002219265],"genre_scores_gemma":[0.9978624,0.0001226981,0.001244133,0.00001002377,0.000002242637,0.00001198766,0.0005295938,0.00000399371,0.0002129357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009201952,"threshold_uncertainty_score":0.003078401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01801915462894927,"score_gpt":0.2700644510679133,"score_spread":0.252045296438964,"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."}}