{"id":"W4414992847","doi":"10.1093/oncolo/oyaf276.065","title":"64defining cancer initiating cells and their vulnerabilities in renal cell carcinoma","year":2025,"lang":"en","type":"article","venue":"The Oncologist","topic":"Ferroptosis and cancer prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University; Montreal Neurological Institute and Hospital; McGill Genome Centre","funders":"","keywords":"Transcriptome; Renal cell carcinoma; Cancer; Spheroid; Cell; Population; Clear cell renal cell carcinoma; In vivo; Cell culture","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":[0.00009861065,0.0002069978,0.00027176,0.0002908339,0.0002146375,0.0004793386,0.0001707728,0.0001860742,0.0008124196],"category_scores_gemma":[0.0001488346,0.0001196306,0.0003195571,0.0003075935,0.0001370507,0.0002604081,0.0002162321,0.0002317081,0.0002028339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004677053,"about_ca_system_score_gemma":0.0003909876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001542576,"about_ca_topic_score_gemma":0.001440095,"domain_scores_codex":[0.9999321,0.000006147733,0.000003780377,0.0000201366,0.00002537126,0.00001248133],"domain_scores_gemma":[0.9999197,0.0000151986,0.00003166217,0.000006901832,0.00001264601,0.0000139448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001058965,0.00003875289,0.01306477,0.0002214814,0.00002628714,0.0001949714,0.00006601166,0.01026378,0.9677795,0.001635094,0.0001332614,0.006470255],"study_design_scores_gemma":[0.00001353654,0.0002870092,0.1373681,0.00003463389,0.000116392,0.000904168,0.0003307019,0.1481168,0.7003869,0.003554426,0.008852895,0.00003443568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9862524,0.001434844,0.01034278,0.00004975711,0.000008224629,0.00002211294,0.0006240782,0.0001276486,0.001138238],"genre_scores_gemma":[0.9943743,0.0006889956,0.003840076,0.0000112961,0.000002398708,0.00001568367,0.0005908715,0.00001313663,0.0004632437],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001542576,"threshold_uncertainty_score":0.003393412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03383505517727218,"score_gpt":0.3039337123664236,"score_spread":0.2700986571891514,"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."}}