{"id":"W3213404769","doi":"10.1007/978-981-15-2848-4_135-1","title":"Functional Monitoring and Imaging in Deep Brain Structures","year":2021,"lang":"en","type":"book-chapter","venue":"Handbook of Neuroengineering","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Optical imaging; Computer science; Limiting; Artificial intelligence; Neuroscience; Optics; Physics; Engineering; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004460314,0.0002513631,0.0004391009,0.0002766854,0.00001937394,0.0000221262,0.00004201937,0.00008052299,0.00005862467],"category_scores_gemma":[0.00006497392,0.0002642784,0.00008646357,0.00002834994,0.00005811357,0.00004991821,0.00006559736,0.0005068859,8.06855e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005112959,"about_ca_system_score_gemma":0.00003195616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003410897,"about_ca_topic_score_gemma":5.837163e-7,"domain_scores_codex":[0.9989993,0.000004696043,0.0002869334,0.0003055003,0.0002079978,0.0001955727],"domain_scores_gemma":[0.999528,0.00008066359,0.00005402981,0.0001993346,0.00004732789,0.00009067186],"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":[0.0002029293,0.0000661852,0.009334316,0.002583635,0.0002133135,0.00370803,0.0002544731,0.0005570014,0.9106576,0.03250847,0.001087286,0.03882672],"study_design_scores_gemma":[0.007351397,0.001085564,0.07894238,0.04834706,0.001066026,0.006826486,0.0001380586,0.02041912,0.7752497,0.01824253,0.0384588,0.003872869],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08384003,0.3219932,0.1626674,0.006788759,0.005658049,0.003919398,0.00008417643,0.003407739,0.4116412],"genre_scores_gemma":[0.640561,0.01795092,0.1508722,0.001077829,0.00355036,0.00008169727,0.0001726117,0.001234637,0.1844987],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.556721,"threshold_uncertainty_score":0.9999809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01272824801973889,"score_gpt":0.2501837666177378,"score_spread":0.237455518597999,"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."}}