{"id":"W4200329826","doi":"10.1101/2021.12.07.471584","title":"MORPHOLOGICAL DETERMINANTS OF CELL-TO-CELL VARIATIONS IN ACTION POTENTIAL DYNAMICS IN SUBSTANTIA NIGRA DOPAMINERGIC NEURONS","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Substantia nigra; Neuroscience; Pars compacta; Electrophysiology; Dendrite (mathematics); Axon; Bursting; Biology; Dopaminergic; Dopamine","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":[0.0001172466,0.0001276237,0.0001642382,0.0002721907,0.0001826969,0.0004441612,0.0002100338,0.0002639272,0.0004388069],"category_scores_gemma":[0.0007652001,0.0001546197,0.000238396,0.0002096783,0.0002086331,0.0002003379,0.0002183515,0.0002276269,0.00009246275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004122531,"about_ca_system_score_gemma":0.0001703943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009552166,"about_ca_topic_score_gemma":0.001127413,"domain_scores_codex":[0.9999292,0.00000804395,0.000006104721,0.00001588258,0.00002695798,0.00001389948],"domain_scores_gemma":[0.99962,0.0001064073,0.00009544581,0.00003526894,0.00009473737,0.00004818951],"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":[0.0001011572,0.00005527025,0.01884342,0.00007116386,0.00003782954,0.0004348374,0.0001615612,0.02237426,0.9489454,0.0009642557,0.00009301686,0.007917944],"study_design_scores_gemma":[0.00001807572,0.0002094379,0.4966165,0.0000167319,0.00005956635,0.001244578,0.0003810017,0.3183033,0.1799806,0.002095249,0.001018974,0.00005591847],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952329,0.00006421864,0.004131994,0.00001602799,0.000002088226,0.000004989302,0.00006793696,0.00003710138,0.0004428051],"genre_scores_gemma":[0.9990209,0.00004111912,0.0007886713,0.00000312616,8.429325e-7,0.00000402054,0.00004340456,0.000006030804,0.00009179366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009552166,"threshold_uncertainty_score":0.00299114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02335653100613526,"score_gpt":0.2400958077934977,"score_spread":0.2167392767873624,"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."}}