{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001378241,0.0001827708,0.0003378215,0.00001183808,0.0003196694,0.00005331024,0.000332476,0.0001914337,0.00007177299],"category_scores_gemma":[0.000247534,0.000155975,0.0001092139,0.00001535792,0.0003050353,0.000004543548,0.0003324865,0.0001413509,0.00009918638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002256923,"about_ca_system_score_gemma":0.00005298288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003995446,"about_ca_topic_score_gemma":0.00008815834,"domain_scores_codex":[0.9988149,0.00005135465,0.0002534395,0.0004409107,0.0001629562,0.0002763802],"domain_scores_gemma":[0.9987251,0.00001833115,0.0002171311,0.0007897923,0.0001378344,0.0001117857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002825772,0.001788613,0.9533246,0.0000363305,0.0005812884,0.00001611694,0.00001850542,1.015555e-7,0.03371629,0.00002119763,0.001451404,0.008762944],"study_design_scores_gemma":[0.0007292993,0.00008330528,0.9923324,0.00008062764,0.0001643422,0.00001144951,0.000004533588,0.000002884203,0.004879375,0.0000282845,0.0014798,0.0002036783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957047,0.0002603666,0.00002425308,0.002449484,0.0001905924,0.0001407422,0.000441192,0.00002490096,0.000763789],"genre_scores_gemma":[0.9938168,0.002385409,0.0008344309,0.0004757053,0.0015162,0.00008370603,0.0001187789,0.00002353378,0.0007454686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03900779,"threshold_uncertainty_score":0.6360474,"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."}}