{"id":"W4411030658","doi":"10.1007/s12311-025-01864-5","title":"Conference Report: Cerebellar Development and Disease at Single-Cell Resolution","year":2025,"lang":"en","type":"article","venue":"The Cerebellum","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"National Institute of Neurological Disorders and Stroke; Deutsche Forschungsgemeinschaft; Deutsches Krebsforschungszentrum; National Cancer Institute; Company of Biologists; Brain and Behavior Research Foundation","keywords":"Neurology; Neuroscience; Resolution (logic); Computer science; Psychology; Artificial intelligence","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":[0.00683257,0.00132513,0.0008009425,0.001161485,0.002283246,0.003345606,0.002581752,0.00456043,0.07751914],"category_scores_gemma":[0.00355686,0.000303346,0.0008432829,0.0007622154,0.0006902415,0.00164783,0.003058008,0.004444331,0.02963599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001651727,"about_ca_system_score_gemma":0.0035407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002114194,"about_ca_topic_score_gemma":0.003926673,"domain_scores_codex":[0.9979127,0.0002966696,0.00011453,0.0003846919,0.0008916178,0.0003997597],"domain_scores_gemma":[0.9917292,0.0004905154,0.0001929918,0.0003325545,0.004025463,0.003229313],"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":[0.0004928303,0.0001578644,0.000478942,0.0004500964,0.00004051304,0.0003762978,0.0001530319,0.0002482944,0.02291282,0.001236385,0.9436372,0.02981577],"study_design_scores_gemma":[0.000191542,0.0004374695,0.003533924,0.0001807188,0.00008498789,0.0007390621,0.0003900896,0.0006256251,0.03006033,0.00259753,0.9610794,0.00007925158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.04608307,0.05206681,0.05196774,0.2469984,0.365549,0.003718682,0.03808087,0.004237705,0.1912977],"genre_scores_gemma":[0.09140103,0.02808578,0.02109468,0.01466253,0.07855009,0.002655263,0.03430733,0.001807712,0.7274356],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07751914,"threshold_uncertainty_score":0.2593274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01610685968437464,"score_gpt":0.2174923319106212,"score_spread":0.2013854722262465,"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."}}