{"id":"W4409833198","doi":"10.1038/s42003-025-08037-4","title":"Multimodal identification of the mouse brain using simultaneous Ca2+ imaging and fMRI","year":2025,"lang":"en","type":"article","venue":"Communications Biology","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"National Institute of General Medical Sciences; National Institutes of Health; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Yale University","keywords":"Neuroimaging; Identification (biology); Neuroscience; Psychology; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006350726,0.0009667653,0.0004237379,0.001547977,0.000527113,0.0006324946,0.0008078742,0.001099602,0.001732312],"category_scores_gemma":[0.000338144,0.0005124256,0.0004850146,0.0003471508,0.0009865978,0.0006648093,0.0007036073,0.001681692,0.0004753228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004264709,"about_ca_system_score_gemma":0.0004411778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001146264,"about_ca_topic_score_gemma":0.004071114,"domain_scores_codex":[0.9996697,0.00002639394,0.00002383475,0.0001595421,0.00007264501,0.00004786413],"domain_scores_gemma":[0.9994928,0.00009109097,0.0001786617,0.00008121447,0.00005423652,0.0001020819],"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":[0.00004896802,0.0000245698,0.0002159376,0.00002951625,0.00001134882,0.00004464354,0.00002585769,0.000182815,0.9974057,0.0005238831,0.0000821115,0.001404679],"study_design_scores_gemma":[0.00002214334,0.0002218774,0.00547653,0.00002894096,0.00004703426,0.0004637408,0.00005630736,0.004050177,0.9849546,0.001021105,0.003638164,0.00001935639],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6995248,0.001027038,0.2880994,0.000842861,0.0001829267,0.0003091003,0.003677687,0.002125234,0.004210846],"genre_scores_gemma":[0.7614321,0.001342312,0.2260655,0.0004453589,0.00004435328,0.0008345764,0.001649511,0.0007753096,0.007410859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001732312,"threshold_uncertainty_score":0.005795181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04491321462198967,"score_gpt":0.3342962273327891,"score_spread":0.2893830127107995,"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."}}