{"id":"W2790886370","doi":"10.1002/cpns.51","title":"A Compact Head‐Mounted Endoscope for In Vivo Calcium Imaging in Freely Behaving Mice","year":2018,"lang":"en","type":"article","venue":"Current Protocols in Neuroscience","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research; Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Calcium imaging; Calcium; Endoscope; Biomedical engineering; Computer science; Microscope; In vivo; Population; Neuroscience; Computer vision; Materials science; Optics; Biology; Physics; Engineering; Medicine; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006558796,0.0002817026,0.0002892794,0.0005431258,0.000195496,0.0002308696,0.0008264431,0.00004580666,0.00001339272],"category_scores_gemma":[0.001539841,0.0002742533,0.00006474089,0.00172784,0.0004540199,0.0008344512,0.0001828883,0.0004384439,0.000007010307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002253889,"about_ca_system_score_gemma":0.0001338946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001129414,"about_ca_topic_score_gemma":0.0002825231,"domain_scores_codex":[0.9966981,0.0002261315,0.0006135126,0.001168754,0.0004201582,0.0008733562],"domain_scores_gemma":[0.998974,0.0002888078,0.0001945186,0.0003716264,0.00005402082,0.0001170492],"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":[0.0001228411,0.0003959191,0.05703812,0.00006747113,4.375352e-8,0.0000200353,0.00009946268,0.000129522,0.9390064,0.0004473861,0.0001521173,0.00252066],"study_design_scores_gemma":[0.004399498,0.001022382,0.1295045,0.001456177,0.000003038991,0.00005329325,0.00003363589,0.3267337,0.508594,0.00088006,0.02648789,0.0008318504],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9331611,0.00001137483,0.001910069,0.0004544354,0.001981895,0.06187251,0.00006388027,0.0001034073,0.0004412848],"genre_scores_gemma":[0.9842054,0.000003140029,0.00006892474,0.000673902,0.0000936365,0.01486962,9.881151e-7,0.00002784246,0.00005656418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4304125,"threshold_uncertainty_score":0.999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1302480411551129,"score_gpt":0.4337511073330398,"score_spread":0.3035030661779269,"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."}}