{"id":"W4416447327","doi":"10.1093/jimmun/vkaf283.1078","title":"Streamlined mouse tumor processing with STEMprep™: Automated, Efficient, and Reliable 3260","year":2025,"lang":"en","type":"article","venue":"The Journal of Immunology","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Terry Fox Research Institute; Stemcell Technologies","funders":"","keywords":"Tumor microenvironment; Immunotherapy; Melanoma; Cancer immunotherapy; Cell; Viability assay; Phenotype; Cell culture","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":[0.00113982,0.001044418,0.0004943195,0.00108106,0.0003105285,0.0007449083,0.0007640425,0.0004057244,0.003279795],"category_scores_gemma":[0.0005996224,0.0005929139,0.0005115155,0.0005195051,0.0003719408,0.0004692287,0.000614073,0.0009094636,0.003796834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003116626,"about_ca_system_score_gemma":0.000571969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005537969,"about_ca_topic_score_gemma":0.001064393,"domain_scores_codex":[0.9991099,0.0000849814,0.00008926143,0.0001924656,0.0004590679,0.00006436837],"domain_scores_gemma":[0.9995636,0.00006059953,0.00008462499,0.00008085716,0.0001666064,0.00004376329],"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":[0.00008154007,0.00004126468,0.0003311059,0.00006889609,0.00001035149,0.00004159444,0.00003055662,0.0002932291,0.9830745,0.0002402211,0.001168273,0.01461846],"study_design_scores_gemma":[0.00002900975,0.0001840763,0.001871876,0.00002781833,0.00002562361,0.0003131563,0.00001594319,0.006560727,0.9676128,0.0001798878,0.02314308,0.00003601793],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1916163,0.002187347,0.7853934,0.0004780282,0.0002803807,0.001353288,0.002837372,0.00920316,0.006650808],"genre_scores_gemma":[0.2201837,0.002901714,0.7484952,0.0003652721,0.0001316446,0.003082423,0.007834487,0.001555664,0.01545003],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003279795,"threshold_uncertainty_score":0.01097202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005157214084251774,"score_gpt":0.2188283474256547,"score_spread":0.213671133341403,"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."}}