{"id":"W4416385050","doi":"10.1016/j.jneumeth.2026.110789","title":"A novel method to sort and enrich sensory neurons","year":2025,"lang":"en","type":"article","venue":"Journal of Neuroscience Methods","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"FP7 Coordination of Research Activities; European Research Council; Jeanssons Stiftelser; Vetenskapsrådet; European Commission; Knut och Alice Wallenbergs Stiftelse; Svenska Läkaresällskapet; Åke Wiberg Stiftelse","keywords":"Sensory system; Dorsal root ganglion; Sensory neuron; Transcriptome; Sensory stimulation therapy; Neuron; Cell sorting; Nervous system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001318132,0.000113706,0.0001937867,0.000152673,0.00009484861,0.00005024261,0.0002748501,0.00006439431,0.000001082737],"category_scores_gemma":[0.0007717466,0.00009573527,0.00009030137,0.0002947105,0.00008176517,0.000007805595,0.00009694277,0.000170106,1.687978e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007675158,"about_ca_system_score_gemma":0.0001270208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004812691,"about_ca_topic_score_gemma":0.000001524403,"domain_scores_codex":[0.9988573,0.0002687299,0.0002930811,0.0002583067,0.0001340218,0.0001885258],"domain_scores_gemma":[0.9993772,0.00008938366,0.0001070558,0.0001724719,0.0001172401,0.0001366664],"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":[0.00005241159,0.00005452924,0.0004928492,0.000007673053,0.000004940945,0.000005189163,0.00003138187,0.0001917721,0.9693562,0.0000621737,0.0001702979,0.02957063],"study_design_scores_gemma":[0.0004941021,0.0006511374,0.01657734,0.00001950884,0.00004024951,0.0004865568,0.00003713065,0.0009720417,0.8691336,0.0001540065,0.1112786,0.0001556997],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1948235,0.0001590639,0.8031401,0.0007222248,0.0007663554,0.00006129072,0.000003026742,0.000003116108,0.000321303],"genre_scores_gemma":[0.1079413,0.0001286114,0.884832,0.005710973,0.0001463541,0.000001910351,2.554939e-7,0.00001318797,0.001225469],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1111083,"threshold_uncertainty_score":0.3903971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04361614405653113,"score_gpt":0.3931918541371615,"score_spread":0.3495757100806303,"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."}}