{"id":"W4400973633","doi":"10.17504/protocols.io.dm6gpzo68lzp/v1","title":"Isolation of brain infiltrating lymphocytes v1","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Immune responses and vaccinations","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Isolation (microbiology); Phenotype; CD8; Neuroscience; Biology; Immunology; Pathology; Medicine; Immune system; Genetics; Bioinformatics; Gene","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":[0.0004567937,0.001488416,0.0007127927,0.001479496,0.0009520656,0.001098069,0.001143365,0.0008082499,0.02667225],"category_scores_gemma":[0.0004655176,0.0005659633,0.0007176108,0.0006618501,0.0003175155,0.0004906321,0.001067978,0.002477228,0.0302269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000298094,"about_ca_system_score_gemma":0.0005089729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00103135,"about_ca_topic_score_gemma":0.001840931,"domain_scores_codex":[0.9993836,0.00005173634,0.00005991433,0.0002225264,0.0001090875,0.0001730552],"domain_scores_gemma":[0.9996843,0.00005929352,0.00002011616,0.0001028011,0.00006176969,0.00007169935],"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":[0.0003821476,0.0001426604,0.0004184709,0.0003028897,0.00002838536,0.0002528377,0.0001176121,0.0001135448,0.9726944,0.001657794,0.00467377,0.01921549],"study_design_scores_gemma":[0.0001702012,0.0006416562,0.00607855,0.0002197318,0.00009186581,0.001454041,0.0001609227,0.001217338,0.8381703,0.001722039,0.1500229,0.00005049404],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2694041,0.01771386,0.4570239,0.001638701,0.004244068,0.01745244,0.08852587,0.008416411,0.1355806],"genre_scores_gemma":[0.3400658,0.01350611,0.2298348,0.002277894,0.0008864066,0.01313113,0.1788912,0.003121684,0.218285],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02667225,"threshold_uncertainty_score":0.08922756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597170318161791,"score_gpt":0.2799085748316149,"score_spread":0.263936871649997,"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."}}