{"id":"W4296130292","doi":"10.1158/1557-3265.sarcomas22-a025","title":"Abstract A025: Profiling tumor infiltrating immune cells for better understanding tumor status and better response to therapeutic strategy in soft tissue sarcomas","year":2022,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Immune cells in cancer","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immune system; Tumor microenvironment; Cytotoxic T cell; CD8; Immunotherapy; Population; Soft tissue sarcoma; Cancer research; Biology; Immunology; Pathology; Sarcoma; Medicine","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":[0.0005928453,0.0004064892,0.0004802556,0.001498115,0.0002550949,0.0007375238,0.0001696992,0.0004807626,0.002479703],"category_scores_gemma":[0.000393551,0.0001604818,0.0003526762,0.0005413822,0.0002043839,0.0004803174,0.0002985949,0.0004999202,0.0006915181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000226359,"about_ca_system_score_gemma":0.0002504789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002671706,"about_ca_topic_score_gemma":0.0003251524,"domain_scores_codex":[0.9997062,0.00005565327,0.00003472478,0.00007455645,0.00008449116,0.00004442468],"domain_scores_gemma":[0.99975,0.00005185748,0.00005865847,0.00001847969,0.00007833592,0.00004274916],"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":[0.0007336813,0.0001822831,0.04502642,0.0004529022,0.00004768949,0.0001534966,0.0001368178,0.0004990743,0.9173205,0.0001610207,0.0007356756,0.03455047],"study_design_scores_gemma":[0.0001354352,0.002912574,0.3182223,0.0001989814,0.0004997832,0.002487231,0.0008811909,0.01743791,0.6339127,0.001513247,0.02170621,0.00009241652],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970053,0.006430077,0.01799969,0.000280315,0.00010246,0.0003125187,0.002652938,0.0003248348,0.001844189],"genre_scores_gemma":[0.9757808,0.002067446,0.01685708,0.0003497965,0.00008774545,0.0003164995,0.00240248,0.00003654093,0.00210164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002479703,"threshold_uncertainty_score":0.008295417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1901837358437007,"score_gpt":0.4578564706370328,"score_spread":0.2676727347933321,"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."}}