{"id":"W4409704555","doi":"10.21203/rs.3.rs-5828115/v1","title":"ARM-X: an Adaptable Mesenchymal Stromal Cell-based Vaccination Plaftorm Suitable for Solid Tumors","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"CAR-T cell therapy research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Université de Montréal","funders":"","keywords":"Mesenchymal stem cell; Stromal cell; Vaccination; Cancer research; Medicine; Computer science; Pathology","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":[0.0001848216,0.0004156312,0.0002039653,0.0002471367,0.0001299306,0.0003837031,0.0003023885,0.0004935017,0.00287529],"category_scores_gemma":[0.0001162553,0.0001272331,0.0002972568,0.0001377992,0.0001963791,0.0002476193,0.0003982782,0.0005425817,0.001209254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002709159,"about_ca_system_score_gemma":0.0001619239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000401368,"about_ca_topic_score_gemma":0.0003208196,"domain_scores_codex":[0.9998921,0.00001324419,0.000004948424,0.00002750319,0.00003591885,0.00002625059],"domain_scores_gemma":[0.9999559,0.000006604171,0.0000116371,0.00000603097,0.000004767606,0.00001496188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002329569,0.00008628311,0.0001454878,0.00008704107,0.00001518516,0.00006956542,0.00002976089,0.001283802,0.9797237,0.0003811751,0.0006960172,0.01724892],"study_design_scores_gemma":[0.00008464664,0.001303659,0.001044034,0.00001052204,0.00003641802,0.0002652489,0.00001657346,0.005315604,0.9718671,0.0001786347,0.01985869,0.0000187225],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8911194,0.003944619,0.08769857,0.0004841169,0.0004389775,0.0004394101,0.001580921,0.002604472,0.01168956],"genre_scores_gemma":[0.9528036,0.001225078,0.02618839,0.0001950111,0.00005571339,0.0002750331,0.001060144,0.0001467372,0.01805026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00287529,"threshold_uncertainty_score":0.009618819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08851009591313151,"score_gpt":0.4438116727678318,"score_spread":0.3553015768547003,"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."}}