{"id":"W4391212727","doi":"10.1093/neuonc/noae013","title":"Invasive growth of brain metastases is linked to CHI3L1 release from pSTAT3-positive astrocytes","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Clinical Research Institute; University of Toronto; Université de Montréal; McGill University Health Centre; University of British Columbia; McGill University","funders":"Canadian Institutes of Health Research; Terry Fox Foundation; Fondation du cancer du sein du Québec","keywords":"Cancer research; Astrocyte; Brain cancer; Neuroscience; Medicine; Chemistry; Biology; Internal medicine; Cancer; Central nervous system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000948787,0.0002323917,0.0001605927,0.000274574,0.0001169406,0.000208217,0.00008495714,0.0001672329,0.001456397],"category_scores_gemma":[0.00009543183,0.0001365212,0.00018238,0.0001555559,0.0002015665,0.00009881067,0.0001643773,0.0006429449,0.0004911478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000253407,"about_ca_system_score_gemma":0.0001532581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001140815,"about_ca_topic_score_gemma":0.001633342,"domain_scores_codex":[0.9999027,0.000008010521,0.000007459055,0.00002021382,0.00003691752,0.00002459774],"domain_scores_gemma":[0.9998411,0.00001523083,0.00005759899,0.00001195993,0.00002276767,0.00005134978],"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":[0.00009478827,0.00001461628,0.0007116736,0.00001635997,0.000003016419,0.00005068113,0.00001010538,0.00001316258,0.998657,0.00001568928,0.00002307691,0.0003898551],"study_design_scores_gemma":[0.00001793755,0.0003538544,0.07220785,0.000005846631,0.00001675904,0.001136406,0.00008390938,0.001077638,0.923914,0.00007521251,0.001104276,0.000006249496],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951656,0.0007406081,0.002422403,0.00006553323,0.000008576338,0.00002795639,0.0006290839,0.00009638403,0.0008439305],"genre_scores_gemma":[0.9961745,0.0003097626,0.001181508,0.00003264715,0.000004266346,0.00004508594,0.0007937715,0.00001644435,0.001441964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001456397,"threshold_uncertainty_score":0.004872203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02198428139499242,"score_gpt":0.3096297846502054,"score_spread":0.2876455032552129,"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."}}