{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007236901,0.0006596944,0.0004301297,0.0006884421,0.0003409133,0.0003100126,0.001004261,0.0007485218,0.003623414],"category_scores_gemma":[0.0003490684,0.0006342524,0.0006498877,0.0002103362,0.0004282068,0.0005559789,0.000762368,0.001059778,0.00109163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003724704,"about_ca_system_score_gemma":0.0007718984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000921194,"about_ca_topic_score_gemma":0.002055543,"domain_scores_codex":[0.9997501,0.00002232576,0.00002114037,0.0001004434,0.00007396749,0.00003200254],"domain_scores_gemma":[0.9995925,0.00006771492,0.00008904049,0.000101617,0.00005131376,0.00009787003],"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":[0.00005737374,0.00001864553,0.0001467817,0.00003675636,0.000006535995,0.00006892857,0.00001686158,0.0001044353,0.9938675,0.0002520932,0.0002596977,0.00516456],"study_design_scores_gemma":[0.0001070406,0.0009484365,0.008537114,0.00004870021,0.00006335684,0.001436236,0.00002449725,0.005391471,0.9560463,0.0002605162,0.02707904,0.00005731473],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3262008,0.001300289,0.6552008,0.0005642651,0.0002401453,0.001538842,0.004226172,0.005712544,0.005016201],"genre_scores_gemma":[0.1578568,0.00110979,0.8296547,0.0001994916,0.0000356585,0.001645218,0.002281189,0.0005496987,0.006667429],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003623414,"threshold_uncertainty_score":0.01212156,"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."}}