{"id":"W2052362997","doi":"10.1016/j.oraloncology.2011.02.009","title":"Implications of understanding cancer stem cell (CSC) biology in head and neck squamous cell cancer","year":2011,"lang":"en","type":"review","venue":"Oral Oncology","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"Cancer Research UK","keywords":"Cancer stem cell; CD44; Cancer; Head and neck cancer; Medicine; Radiation therapy; Disease; Head and neck squamous-cell carcinoma; Cancer research; Stem cell; Cancer cell; Oncology; Bioinformatics; Pathology; Cell; Internal medicine; 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":[0.0009588256,0.0007512866,0.001358784,0.001662557,0.0003873306,0.001347647,0.0008281186,0.001474082,0.002752543],"category_scores_gemma":[0.0009947054,0.0002857595,0.0004185654,0.002141977,0.0008309575,0.001982566,0.0007936811,0.002219424,0.001409678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001064595,"about_ca_system_score_gemma":0.001853752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002786345,"about_ca_topic_score_gemma":0.005801726,"domain_scores_codex":[0.9998087,0.00003073487,0.00002440049,0.00003486453,0.00008197906,0.00001926372],"domain_scores_gemma":[0.9994535,0.0002750701,0.00004994344,0.00001280196,0.0001689708,0.00003979146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005067818,0.00005162551,0.0002690468,0.01195143,0.0000493772,0.0002222995,0.00007151638,0.0004422395,0.002062683,0.007001848,0.03326149,0.9445657],"study_design_scores_gemma":[0.0000123836,0.00004526945,0.0006846036,0.002815912,0.00008699884,0.0008686705,0.00009971897,0.00009966602,0.0004748954,0.00288111,0.9919145,0.00001629316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007912769,0.9984229,0.0001174418,0.0004309664,0.0002226398,0.000002757322,0.00001144749,0.000003330336,0.0007094818],"genre_scores_gemma":[0.0004257326,0.998562,0.0001572214,0.0002261076,0.000160986,0.000003160354,0.00001326577,5.008917e-7,0.0004508595],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002786345,"threshold_uncertainty_score":0.009208143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.253955162828243,"score_gpt":0.4408836141426914,"score_spread":0.1869284513144484,"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."}}