{"id":"W4389455053","doi":"10.1016/j.mex.2023.102516","title":"Rodent brain extraction and dissection: A comprehensive approach","year":2023,"lang":"en","type":"article","venue":"MethodsX","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Al-Balqa' Applied University","keywords":"Neuroscience; Striatum; Hippocampus; Prefrontal cortex; Thalamus; Cortex (anatomy); Cerebral cortex; Computer science; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004119259,0.00009659361,0.0002053171,0.00008811532,0.00009812109,0.00001817003,0.00003049918,0.00005321743,0.00002567828],"category_scores_gemma":[0.0001730708,0.00007986784,0.00007507156,0.0003172679,0.00007723408,0.00006237619,0.00002234343,0.0001490535,0.00002417399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001238686,"about_ca_system_score_gemma":0.00001108469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000103386,"about_ca_topic_score_gemma":8.199203e-7,"domain_scores_codex":[0.999099,0.0001987613,0.000141997,0.0002583213,0.0001651425,0.0001367404],"domain_scores_gemma":[0.9993161,0.0003460295,0.00003694806,0.0001955196,0.00002967358,0.00007573431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009560562,0.0007194636,0.01864013,0.002431847,0.0008250873,0.0003583837,0.00784704,0.0001733684,0.1938058,0.007594389,0.02237279,0.7442757],"study_design_scores_gemma":[0.001289498,0.0002494068,0.9041966,0.00006569932,0.0001435858,0.0009717554,0.001268263,0.003282807,0.007826999,0.00143147,0.07907002,0.0002039135],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9575792,0.0005114232,0.03565398,0.002125175,0.0003880069,0.0003962979,0.000002869989,0.0002906159,0.00305242],"genre_scores_gemma":[0.8648874,0.0002588798,0.127407,0.001382499,0.0004439677,0.0001374202,0.00005771146,0.00004409067,0.005381048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8855565,"threshold_uncertainty_score":0.3256916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08874313772843452,"score_gpt":0.3841509687863661,"score_spread":0.2954078310579316,"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."}}