{"id":"W4412090920","doi":"10.1016/j.trecan.2025.06.005","title":"Pericyte phenotype switching in cancer","year":2025,"lang":"en","type":"review","venue":"Trends in cancer","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Cancer Council Western Australia; National Health and Medical Research Council; Cancer Australia; Eisai Canada; Worldwide Cancer Research","keywords":"Phenotype; Pericyte; Biology; Cancer; Genetics; Computational biology; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002246687,0.0005086302,0.002502297,0.0008586778,0.00003038136,0.00002097505,0.0002156805,0.0003006533,0.003673735],"category_scores_gemma":[0.0000257552,0.0004138365,0.0004750153,0.002266217,0.00003226147,0.00005032532,0.0001011308,0.0009568374,0.00001589968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001921532,"about_ca_system_score_gemma":0.001418582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01249774,"about_ca_topic_score_gemma":0.02132597,"domain_scores_codex":[0.9976411,0.00008268443,0.000764941,0.0006996101,0.0002823927,0.0005292274],"domain_scores_gemma":[0.9990262,0.000090972,0.000228418,0.0005018228,0.0000369073,0.0001156516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004026231,0.00008357667,0.000146953,0.01793057,0.000131769,0.00006654688,0.0001820536,0.00001191718,0.000001005409,0.00001802508,0.002804713,0.9785826],"study_design_scores_gemma":[0.0008592564,0.00003041901,0.0001818301,0.04711124,0.001021458,0.000004851267,0.00001523507,0.00000613281,0.000002605366,0.000006351856,0.950424,0.000336582],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002693338,0.9812732,0.00000394536,0.000279997,0.001353821,0.0003868573,0.0001435393,0.00003588602,0.01649577],"genre_scores_gemma":[0.00006803096,0.9838542,0.0001230601,0.0002889412,0.0006350166,0.0009888784,0.00007070413,0.00007145193,0.01389969],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.978246,"threshold_uncertainty_score":0.9998313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1113827354363889,"score_gpt":0.4647389158505051,"score_spread":0.3533561804141162,"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."}}