{"id":"W2569617947","doi":"10.1371/journal.pone.0168669","title":"Claudin-Low Breast Cancer; Clinical & Pathological Characteristics","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research; Canadian Cancer Society","keywords":"Breast cancer; Claudin; Immunohistochemistry; Pathology; Cancer; Medicine; Cancer research; Oncology; Biology; Internal medicine; Tight junction","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003197074,0.0001445861,0.0002141087,0.001614613,0.0003832675,0.0004796071,0.0002260724,0.0002278017,0.005106437],"category_scores_gemma":[0.001074574,0.00006512622,0.0001235104,0.001755537,0.0003147973,0.0001712236,0.0002449261,0.0002520276,0.00128792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003231871,"about_ca_system_score_gemma":0.000322962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002080306,"about_ca_topic_score_gemma":0.002470921,"domain_scores_codex":[0.9998456,0.00001878276,0.00001404232,0.00003173872,0.00004824633,0.00004153326],"domain_scores_gemma":[0.9993967,0.0001051396,0.0002022804,0.00003523017,0.0001282744,0.0001323441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004865428,0.0001142369,0.9587307,0.000209901,0.00002474559,0.001547161,0.0001269354,0.0002538979,0.01430207,0.0005137338,0.002858334,0.02083172],"study_design_scores_gemma":[0.00002099285,0.0001862352,0.9695098,0.00002785135,0.00003186884,0.008585256,0.0001813346,0.0008206363,0.003202526,0.000411755,0.01700873,0.00001298652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737317,0.002532866,0.00174535,0.0002842892,0.00003381166,0.0001291149,0.008894059,0.00006499677,0.01258382],"genre_scores_gemma":[0.9894281,0.0005190588,0.001442292,0.00008482838,0.00003996308,0.00007253529,0.004896438,0.00002075342,0.003495972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005106437,"threshold_uncertainty_score":0.01708275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09210121720675256,"score_gpt":0.3351503055781801,"score_spread":0.2430490883714275,"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."}}