{"id":"W4368617378","doi":"10.1523/eneuro.0341-22.2023","title":"Evaluation and Validation of Commercially Available Dopamine Transporter Antibodies","year":2023,"lang":"en","type":"article","venue":"eNeuro","topic":"Neurotransmitter Receptor Influence on Behavior","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Dopamine transporter; Dopamine; Antibody; Transporter; Computational biology; Neuroscience; Medicine; Chemistry; Biology; Immunology; Dopaminergic; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004369955,0.00011166,0.0001400757,0.0001556595,0.00007288209,0.00002648679,0.0001384494,0.00003255007,0.0003776603],"category_scores_gemma":[0.000197591,0.0001101781,0.00003628396,0.0003907011,0.0001136708,0.0002492577,0.00002096319,0.00008507577,0.0002048245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008569887,"about_ca_system_score_gemma":0.00002979168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001146659,"about_ca_topic_score_gemma":0.000002590689,"domain_scores_codex":[0.99849,0.0001963671,0.0002477986,0.000327076,0.0005623515,0.0001763979],"domain_scores_gemma":[0.9994627,0.0001304667,0.00007924879,0.0002121618,0.00007225072,0.00004320939],"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":[0.00001132637,0.0000318661,0.01265582,0.00001960643,0.00000111765,0.00001068644,0.0001921616,0.00004953957,0.9802256,0.00003244856,0.0003388333,0.006431048],"study_design_scores_gemma":[0.0003626361,0.00007140011,0.05514657,0.00001459254,0.0000375443,0.00000778813,0.000006869319,0.0002736077,0.9425195,0.00008659192,0.001374927,0.00009789496],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979018,0.00001193004,0.00001413399,0.0003168997,0.0002341703,0.0003420005,0.00002528333,0.0001165402,0.001037217],"genre_scores_gemma":[0.9991826,0.0001030803,0.00003436078,0.0002399998,0.00002167221,0.00002794082,0.000008050733,0.00002073108,0.0003615918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04249076,"threshold_uncertainty_score":0.4492933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08685258143324068,"score_gpt":0.329238852654171,"score_spread":0.2423862712209303,"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."}}