{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004278515,0.0001149936,0.0002523435,0.00005821983,0.0001220254,0.00002597979,0.00009473932,0.00006675745,0.00007535185],"category_scores_gemma":[0.00004948488,0.00006752974,0.00004143761,0.0001866863,0.000214927,0.00002914019,0.00009407185,0.0002698718,0.000002026118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001698686,"about_ca_system_score_gemma":0.0002167147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001610662,"about_ca_topic_score_gemma":0.0006673265,"domain_scores_codex":[0.9992256,0.00009281009,0.0002088088,0.0001908589,0.00007294719,0.0002089418],"domain_scores_gemma":[0.9993917,0.0003116412,0.00005730775,0.0001730843,0.00003525139,0.00003105558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005103086,0.0003667386,0.8394668,0.0006778103,0.00006935256,0.00002852119,0.01066202,0.0002500315,0.04035153,0.001587772,0.008821916,0.0972072],"study_design_scores_gemma":[0.005617277,0.001420854,0.6317655,0.0009539266,0.0002339183,0.00001358086,0.03296092,0.002363995,0.2940266,0.001429986,0.02871617,0.0004973529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954622,0.002960026,0.00001426809,0.003892483,0.0001537786,0.0002286651,0.00001059183,0.00002462499,0.0380936],"genre_scores_gemma":[0.9964115,0.0002924163,0.0001337538,0.001962516,0.00008380471,0.000146447,0.00000207504,0.000008240617,0.0009592737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.253675,"threshold_uncertainty_score":0.2753783,"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."}}