{"id":"W2991295720","doi":"10.1093/carcin/bgz182","title":"Cancer stem cells enrichment with surface markers CD271 and CD44 in human head and neck squamous cell carcinomas","year":2019,"lang":"en","type":"article","venue":"Carcinogenesis","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"CD44; Cancer stem cell; Cancer research; Stem cell; Head and neck squamous-cell carcinoma; Biology; Cancer; Stem cell marker; Cell; Cell culture; Pathology; Medicine; Head and neck cancer; Cell biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001670777,0.0002989493,0.0005636975,0.0001234892,0.00006665364,0.00002873322,0.00007053423,0.00009612117,0.0001718726],"category_scores_gemma":[0.000001060973,0.0002486021,0.00006124288,0.0002499073,0.00009821822,0.00006297242,0.00007244161,0.0001439681,0.000008452125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002162616,"about_ca_system_score_gemma":0.0001492957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004463601,"about_ca_topic_score_gemma":0.001032777,"domain_scores_codex":[0.9983376,0.00005429402,0.0002736644,0.0006125858,0.0002819971,0.0004398471],"domain_scores_gemma":[0.9991112,0.00004705554,0.00009145083,0.0003990837,0.00006748408,0.0002837418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003955036,0.00008678942,0.8167306,0.0006882321,0.00003531329,0.00007732873,0.0005390627,0.0001161223,0.1788241,0.000008101628,0.0003075861,0.002191324],"study_design_scores_gemma":[0.008206325,0.001017043,0.6917267,0.0002014501,0.0004048882,0.00004338604,0.00131869,0.00007662782,0.2908174,0.000002677296,0.005667114,0.0005176245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801487,0.01691204,0.000003249737,0.0001964817,0.0001435708,0.0008668207,0.0000371902,0.00002593826,0.001665961],"genre_scores_gemma":[0.9944336,0.0008366432,0.0002098894,0.0002578938,0.00005370184,0.00003567415,0.000007169565,0.00005490656,0.004110493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1250038,"threshold_uncertainty_score":0.9999966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01544834353865215,"score_gpt":0.2463582064147803,"score_spread":0.2309098628761281,"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."}}