{"id":"W4393073206","doi":"10.1158/1538-7445.am2024-4205","title":"Abstract 4205: Investigating micro-environmental changes in a syngeneic radio-recurrent prostate cancer model","year":2024,"lang":"en","type":"article","venue":"Cancer Research","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Prostate cancer; Medicine; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004527653,0.0004789057,0.0003399262,0.0005328874,0.0003316111,0.0004653665,0.0005912703,0.0007592121,0.003143608],"category_scores_gemma":[0.0001385793,0.0002593429,0.0005779432,0.0003945224,0.0003407364,0.0003518006,0.000336339,0.00177999,0.001251462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005575513,"about_ca_system_score_gemma":0.000596881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003209824,"about_ca_topic_score_gemma":0.003227756,"domain_scores_codex":[0.9995462,0.00004427429,0.00002628865,0.00009838937,0.0002073966,0.00007725477],"domain_scores_gemma":[0.9997382,0.00002269665,0.00005947557,0.00004083905,0.00003979315,0.0000990114],"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":[0.0001948925,0.000351638,0.0004388951,0.00009855533,0.00001488844,0.000153654,0.00007270411,0.0003880397,0.9942689,0.0006489079,0.000927178,0.002441673],"study_design_scores_gemma":[0.0001117691,0.00437306,0.006365745,0.00003597349,0.00008015866,0.001267799,0.0001826888,0.004255352,0.9577438,0.0002423264,0.02531207,0.00002923269],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9410917,0.003209784,0.03378411,0.0007762028,0.000449877,0.000732905,0.006035296,0.0009578923,0.01296229],"genre_scores_gemma":[0.950924,0.002022261,0.01615056,0.0005095113,0.00003699306,0.0009366826,0.005844736,0.0002057997,0.02336945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003209824,"threshold_uncertainty_score":0.01051641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09410602987980621,"score_gpt":0.4209191944268821,"score_spread":0.3268131645470759,"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."}}