{"id":"W2610363304","doi":"10.3791/52642","title":"A Large Lateral Craniotomy Procedure for Mesoscale Wide-field Optical Imaging of Brain Activity","year":2017,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates - Health Solutions","keywords":"Craniotomy; Optogenetics; Neuroscience; Medicine; Biomedical engineering; Anatomy; Biology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003734771,0.0001445342,0.0003328175,0.00008934234,0.0002835189,0.0001387476,0.0003695456,0.00006043103,0.00003750797],"category_scores_gemma":[0.001889637,0.0001161352,0.0002177633,0.00004477336,0.00006540366,0.0006325109,0.0001043914,0.0001726648,0.000001639127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003770847,"about_ca_system_score_gemma":0.00005582046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004977844,"about_ca_topic_score_gemma":9.294077e-7,"domain_scores_codex":[0.9987054,0.00006503313,0.0003852957,0.0002075886,0.0003630549,0.0002736195],"domain_scores_gemma":[0.9985052,0.00031511,0.0007322427,0.0002239539,0.0001097658,0.0001137296],"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":[0.0009753136,0.0003943613,0.002838136,0.00003550359,0.00001533107,0.00002313431,0.0002652825,0.000001079024,0.9926623,0.0007853679,0.001404639,0.0005996062],"study_design_scores_gemma":[0.003388965,0.000484737,0.003783085,0.00009403318,0.0000172807,0.00005658287,0.00004880556,0.003186945,0.9869545,0.0007014123,0.001155109,0.0001285997],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902964,0.00002005227,0.006111237,0.002263851,0.0006677176,0.0002799178,0.000009702333,0.00001032742,0.0003407935],"genre_scores_gemma":[0.998037,0.000008390771,0.0005414829,0.0009870605,0.0001263224,0.00001018154,4.074984e-7,0.00002006883,0.0002690667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007740618,"threshold_uncertainty_score":0.4735855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03624036021217917,"score_gpt":0.4251110780024753,"score_spread":0.3888707177902961,"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."}}