{"id":"W2027049680","doi":"10.1007/s00702-011-0657-y","title":"An improved approach to steady-state analysis of monoamine oxidases","year":2011,"lang":"en","type":"article","venue":"Journal of Neural Transmission","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Monoamine oxidase; Monoamine neurotransmitter; Substrate (aquarium); Chemistry; Monoamine oxidase inhibitor; Enzyme; Biochemistry; Biology; Serotonin","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":[0.00009528321,0.0001295074,0.0003685703,0.0002709996,0.00001657711,0.000008314747,0.0001713742,0.00005383189,0.00002750289],"category_scores_gemma":[0.000006419954,0.0000888955,0.0002231975,0.0005232613,0.00001382438,0.0001217776,0.000003606472,0.0001711079,3.272798e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001645047,"about_ca_system_score_gemma":0.000004730119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001233849,"about_ca_topic_score_gemma":0.000001240306,"domain_scores_codex":[0.9990752,0.00002761974,0.0004566123,0.00009589661,0.0001649117,0.0001798057],"domain_scores_gemma":[0.9994472,0.00001928204,0.00009088161,0.0001143751,0.00008291832,0.0002453904],"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":[0.0001720842,0.0001427885,0.000167022,0.00003103896,0.0001911106,0.00000594724,0.0005585768,0.007961726,0.9769394,0.00000120583,0.00002519615,0.01380395],"study_design_scores_gemma":[0.0002961433,0.0006143505,0.01009752,0.00002278966,0.0003477319,0.00001614193,0.00006093947,0.1707323,0.8175513,0.00002088661,0.0000964957,0.0001434382],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897772,0.0001494741,0.009602109,0.00001751586,0.00002898821,0.00005824251,0.000004405417,0.00002350542,0.0003385678],"genre_scores_gemma":[0.9924549,0.00007994242,0.007372423,0.0000217461,0.00002855481,4.469709e-7,0.000002353972,0.0000155122,0.00002411858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1627706,"threshold_uncertainty_score":0.3625053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02103482556245489,"score_gpt":0.226537178600158,"score_spread":0.2055023530377031,"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."}}