{"id":"W2080484473","doi":"10.4161/chan.27652","title":"Built for speed","year":2013,"lang":"en","type":"letter","venue":"Channels","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Depolarization; Membrane potential; Cardiac action potential; Biophysics; Ion channel; Voltage-gated ion channel; Intracellular; Sodium channel; Neuroscience; Electrophysiology; Ion; Chemistry; Physics; Biology; Repolarization; Sodium; Biochemistry","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":[0.0007634352,0.0007002418,0.0004390288,0.000410504,0.002192487,0.003416953,0.001055392,0.004220285,0.2840352],"category_scores_gemma":[0.009233741,0.0002320459,0.0005283437,0.0003439198,0.001363009,0.004311577,0.002569456,0.006792753,0.274561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001364973,"about_ca_system_score_gemma":0.0008828292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001471595,"about_ca_topic_score_gemma":0.002468382,"domain_scores_codex":[0.9992434,0.0001331509,0.00003594806,0.0001855704,0.0003055579,0.00009638778],"domain_scores_gemma":[0.9976972,0.0004704933,0.00009366545,0.0005001089,0.0007897952,0.0004486814],"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":[0.00003554753,0.0000107733,0.0001129905,0.0000503412,0.000004729643,0.0001919623,0.0000965607,0.0000251941,0.0003391279,0.01186404,0.933621,0.05364769],"study_design_scores_gemma":[0.000004257349,0.000005208122,0.0000387586,0.00001854706,0.00000122669,0.0001343554,0.00002695875,0.00002210093,0.00005193047,0.001453186,0.9982407,0.000002719732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001601285,0.01177049,0.009465301,0.2920226,0.1243602,0.0001623253,0.0008923927,0.003654956,0.5560704],"genre_scores_gemma":[0.01358658,0.004537954,0.003017938,0.1001702,0.01601337,0.0001253701,0.0004706462,0.0008809104,0.8611972],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2840352,"threshold_uncertainty_score":0.9501925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1194178517688008,"score_gpt":0.33589641246243,"score_spread":0.2164785606936291,"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."}}