{"id":"W7161964421","doi":"10.82308/5058","title":"Mechanisms of tumor immune modulation and stemness in breast cancer","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Immune cells in cancer","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immune system; Tumor microenvironment; Breast cancer; Cytokine; Metastasis; Cancer; Cancer cell; Cell","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000362275,0.0002696362,0.0002791364,0.0006602813,0.0002417956,0.0007408931,0.0005085439,0.0004603812,0.006927069],"category_scores_gemma":[0.0002254292,0.0001129833,0.0002880679,0.0003675699,0.000333085,0.0006266303,0.0004325818,0.0007547127,0.001572341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005305343,"about_ca_system_score_gemma":0.0002867997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004348719,"about_ca_topic_score_gemma":0.0004970573,"domain_scores_codex":[0.9998889,0.000015192,0.000009925366,0.0000210622,0.00004302158,0.00002196166],"domain_scores_gemma":[0.9998017,0.0000458542,0.00003684787,0.00000885979,0.00006651798,0.00004021766],"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":[0.001222378,0.0003210422,0.002516567,0.008061143,0.0001001443,0.005001632,0.0007792986,0.0009458018,0.4571038,0.06087366,0.07630828,0.3867662],"study_design_scores_gemma":[0.00008519305,0.001140223,0.01670195,0.0007150809,0.00007981302,0.004692256,0.000516405,0.001020451,0.09054317,0.02336735,0.8610988,0.00003940961],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09302721,0.7759646,0.0120794,0.01585899,0.01423581,0.0003018468,0.001411505,0.0002960317,0.0868247],"genre_scores_gemma":[0.3167011,0.4259608,0.006079175,0.008754891,0.01285141,0.0003722365,0.001889903,0.0001116725,0.2272787],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006927069,"threshold_uncertainty_score":0.02317339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005978506895573536,"score_gpt":0.2483796736167116,"score_spread":0.242401166721138,"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."}}