{"id":"W4309023445","doi":"10.1016/j.ccell.2022.10.018","title":"What’s in a name? An emerging framework for cancer-associated fibroblasts, myofibroblasts, and fibroblasts","year":2022,"lang":"en","type":"letter","venue":"Cancer Cell","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Cancer-Associated Fibroblasts; Myofibroblast; Fibroblast; Cell biology; Cancer research; Cancer cell; Cancer; Biology; Chemistry; Medicine; Cell culture; Pathology; Fibrosis; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003681005,0.0009811823,0.001751154,0.0003954243,0.0002646539,0.0002254799,0.0004160888,0.001186525,0.005006962],"category_scores_gemma":[0.00007359598,0.00104861,0.0004488259,0.0006291521,0.0001574801,0.0005473547,0.0002674708,0.002854929,0.000005665427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002373312,"about_ca_system_score_gemma":0.001181258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006485918,"about_ca_topic_score_gemma":0.005184274,"domain_scores_codex":[0.9948356,0.0002011771,0.0009350477,0.001749688,0.0007922336,0.001486267],"domain_scores_gemma":[0.9974339,0.0004050782,0.0006789276,0.0009000828,0.0002070334,0.0003749964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001048361,0.0003119539,0.0006789216,0.006383738,0.0005253985,0.0003693597,0.003047506,0.0004437158,0.001124684,0.00002833712,0.9510199,0.03501813],"study_design_scores_gemma":[0.00319114,0.001121561,0.0002009462,0.004758521,0.0006780968,0.00001885525,0.001061939,0.0003165915,0.001227995,0.0004065456,0.9858842,0.001133638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06824222,0.2952246,0.0006121018,0.5975734,0.01874523,0.01046262,0.006902191,0.0007396857,0.001497935],"genre_scores_gemma":[0.01085448,0.1717328,0.007827221,0.7267733,0.01771474,0.01144378,0.006127512,0.001848715,0.04567746],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1291999,"threshold_uncertainty_score":0.9994455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03259019583465223,"score_gpt":0.3207718553581124,"score_spread":0.2881816595234602,"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."}}