{"id":"W4405066336","doi":"10.1016/j.stem.2024.11.009","title":"Preventing radiation and chemo toxicity: Insights from bone marrow-on-a-chip","year":2024,"lang":"en","type":"article","venue":"Cell stem cell","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"National Institutes of Health","keywords":"Biology; Bone marrow; Toxicity; Cancer research; Internal medicine; Immunology","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":[0.000222226,0.0005055413,0.0005151675,0.0002545607,0.0002354645,0.0007483356,0.0009170063,0.0007424413,0.003538312],"category_scores_gemma":[0.0005474081,0.0002427308,0.0004394324,0.00018586,0.0004002627,0.0006374527,0.0007015429,0.0008541514,0.0008207009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003916301,"about_ca_system_score_gemma":0.0005483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006518892,"about_ca_topic_score_gemma":0.001466623,"domain_scores_codex":[0.9997497,0.00002642497,0.000005776653,0.00005993199,0.000108197,0.00004995447],"domain_scores_gemma":[0.9997988,0.00007455602,0.00002990804,0.00002026226,0.00005069497,0.00002581831],"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":[0.0002051562,0.0002701153,0.0007091637,0.0008357146,0.00009444475,0.0001353088,0.00006537257,0.006418376,0.8614824,0.01121838,0.0049436,0.1136218],"study_design_scores_gemma":[0.0000630992,0.001089144,0.003326896,0.0001063292,0.000155716,0.000505861,0.0001446321,0.03072503,0.8954942,0.007967716,0.06036743,0.00005398766],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5041782,0.1138675,0.2928323,0.007077024,0.002757468,0.0003099895,0.001422587,0.002654645,0.07490032],"genre_scores_gemma":[0.9015486,0.0246265,0.0579925,0.002301255,0.0002396355,0.0001692481,0.000422857,0.0002225176,0.01247691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003538312,"threshold_uncertainty_score":0.01183683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006223194146949782,"score_gpt":0.2230956105800457,"score_spread":0.2168724164330959,"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."}}