{"id":"W2890084108","doi":"10.1016/j.ijrobp.2018.09.003","title":"Cancer Stem Cells, CD44, and Outcomes Following Chemoradiation in Locally Advanced Cervical Cancer: Results From a Prospective Study","year":2018,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Terry Fox Foundation","keywords":"Medicine; Cervical cancer; Prospective cohort study; Oncology; CD44; Cancer; Internal medicine; Cancer stem cell; Chemoradiotherapy; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004894474,0.0002197302,0.0006930201,0.0001721133,0.00006650388,0.00002850748,0.0002107347,0.0001627286,0.00004080043],"category_scores_gemma":[0.0001172601,0.0001873379,0.000167433,0.0002259562,0.0001485741,0.000270435,0.00006579537,0.0004094189,0.000006346301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001369669,"about_ca_system_score_gemma":0.0007295778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009552605,"about_ca_topic_score_gemma":0.000836545,"domain_scores_codex":[0.9980084,0.0001553341,0.0008844377,0.0003773836,0.0003455733,0.0002289156],"domain_scores_gemma":[0.9979202,0.0002885803,0.0008797564,0.0001462363,0.0006244786,0.0001408077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001775808,0.0006026578,0.7479755,0.000004773724,0.0008268392,0.00004890902,0.002343928,0.0002679156,0.004116788,0.0001386517,0.0001219177,0.2417763],"study_design_scores_gemma":[0.05424594,0.003599902,0.9096741,0.0002691093,0.0006836252,0.00002125698,0.001641564,0.001575012,0.01762988,0.002370015,0.007842993,0.0004466102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990595,0.001077959,0.0008673433,0.00329278,0.003273339,0.0005282982,0.0001930577,0.00002238003,0.0001498529],"genre_scores_gemma":[0.9953462,0.0008799949,0.001082941,0.0007755182,0.001756657,0.00004558142,0.00002580324,0.0000266385,0.00006065207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2413297,"threshold_uncertainty_score":0.7639418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02023515005626476,"score_gpt":0.3488813397172495,"score_spread":0.3286461896609847,"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."}}