{"id":"W4285271872","doi":"10.1007/978-1-0716-2409-8_10","title":"Assessment of Dopaminergic Neurodegeneration in Mice","year":2022,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Pars compacta; Substantia nigra; Neurodegeneration; Neuroscience; Dopaminergic; Striatum; Stereology; Parkinson's disease; Midbrain; Neuron; Biology; Medicine; Dopamine; Disease; Pathology; Central 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001057482,0.002008707,0.0005753315,0.003149427,0.0008549461,0.001086597,0.0009966532,0.002209743,0.00385986],"category_scores_gemma":[0.0003448871,0.0007756245,0.0009272697,0.0006803916,0.001045439,0.001052268,0.0006963789,0.00386355,0.001263446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009723864,"about_ca_system_score_gemma":0.0006089967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0017799,"about_ca_topic_score_gemma":0.004649288,"domain_scores_codex":[0.9988888,0.0001050907,0.0001130502,0.0003883129,0.0003083038,0.0001965858],"domain_scores_gemma":[0.9989116,0.00009843348,0.0003885851,0.00009952733,0.0002090395,0.0002929065],"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":[0.0003062456,0.0002258879,0.0007216171,0.0001043049,0.00003992671,0.00008485583,0.00007436725,0.000126329,0.9954439,0.000498225,0.0001638697,0.002210409],"study_design_scores_gemma":[0.00006670601,0.0006767333,0.006527683,0.00006215223,0.00009468366,0.0002972697,0.00009593525,0.001309138,0.9874573,0.0004344244,0.002955082,0.0000228291],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8401802,0.009043022,0.1104646,0.001370619,0.0005131044,0.001426774,0.01506521,0.002681114,0.01925547],"genre_scores_gemma":[0.8125779,0.007164445,0.1077689,0.0008943822,0.0001107924,0.003332056,0.008574609,0.0010245,0.05855228],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00385986,"threshold_uncertainty_score":0.01291245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04168505865912673,"score_gpt":0.4040143110317931,"score_spread":0.3623292523726664,"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."}}