{"id":"W4417202796","doi":"10.1158/1557-3265.earlyonsetca25-ia004","title":"Abstract IA004: Cancer: A tango of miscommunication between oncogenic stem cells and their microenvironment","year":2025,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stem cell; Cancer stem cell; Tumor microenvironment; Immune system; Crosstalk; Niche; Epigenetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004053336,0.0003299337,0.000306853,0.0006073383,0.0006371922,0.00179023,0.0004630843,0.001089887,0.008814299],"category_scores_gemma":[0.0006177532,0.0001938507,0.0003068384,0.0005279459,0.001024142,0.001053733,0.0008435908,0.002987793,0.002608771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047184,"about_ca_system_score_gemma":0.0005917704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008211949,"about_ca_topic_score_gemma":0.0007565708,"domain_scores_codex":[0.9997117,0.00003985918,0.0000117423,0.00006216348,0.0001266886,0.00004782207],"domain_scores_gemma":[0.9995945,0.00005617996,0.00005388829,0.00004510838,0.000113626,0.0001367196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008118942,0.0002288618,0.008314264,0.0008611231,0.0001067,0.0016258,0.0007401594,0.0008434199,0.5101449,0.06275375,0.2045285,0.2090407],"study_design_scores_gemma":[0.00006193894,0.000544927,0.01372163,0.0002778872,0.00009446128,0.003150132,0.0007711216,0.001267578,0.1846388,0.01621376,0.7791902,0.00006755609],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3900086,0.1755873,0.04311391,0.1913221,0.03261897,0.0001832518,0.005070743,0.005451451,0.1566436],"genre_scores_gemma":[0.7027554,0.05422303,0.01256935,0.02224114,0.004395768,0.0001080201,0.002606695,0.0007743386,0.2003263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008814299,"threshold_uncertainty_score":0.02948678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2422431577909507,"score_gpt":0.5115488506098214,"score_spread":0.2693056928188707,"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."}}