{"id":"W4376604489","doi":"10.1101/cshperspect.a041324","title":"Breast Cancer Immunity: It is TIME for the Next Chapter","year":2023,"lang":"en","type":"article","venue":"Cold Spring Harbor Perspectives in Medicine","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Immune system; Breast cancer; Disease; Tumor microenvironment; Cancer; Metastasis; Immunology; Proteomics; Biology; Computational biology; Bioinformatics; Medicine; Internal medicine; Genetics","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":[0.002344913,0.0005569184,0.00103431,0.0009638237,0.0008932137,0.004586243,0.0007120689,0.002167636,0.01986301],"category_scores_gemma":[0.002384216,0.0002826826,0.0006368564,0.0009092236,0.002082417,0.005681579,0.001650984,0.007459704,0.007250442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001666819,"about_ca_system_score_gemma":0.002737349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009023438,"about_ca_topic_score_gemma":0.002242224,"domain_scores_codex":[0.9993306,0.0001381765,0.00004488572,0.00009669497,0.0002845183,0.000105083],"domain_scores_gemma":[0.9980559,0.0005508764,0.0001063871,0.0001356064,0.0006748796,0.0004764437],"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":[0.0001561662,0.0001086207,0.0008529873,0.001324882,0.00004613734,0.0001809309,0.0002236694,0.0001524185,0.006793483,0.04484433,0.5706806,0.3746358],"study_design_scores_gemma":[0.00001064457,0.00004888573,0.0003357342,0.0003537496,0.0000118551,0.0001890267,0.0001444705,0.00004387717,0.0004254233,0.01033575,0.98809,0.00001050476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00131432,0.6555087,0.003542071,0.2753468,0.04943922,0.0000575109,0.0003189055,0.0003110769,0.01416141],"genre_scores_gemma":[0.01690481,0.7127421,0.007518997,0.1266051,0.06180625,0.000132117,0.000502236,0.0002215761,0.07356684],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01986301,"threshold_uncertainty_score":0.06644839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04505078346901818,"score_gpt":0.3268834844021467,"score_spread":0.2818327009331285,"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."}}