{"id":"W3211956450","doi":"10.1007/978-1-0716-1763-2_2","title":"Experimental Protocols in CVR Mapping","year":2021,"lang":"en","type":"book-chapter","venue":"Neuromethods","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Vasoactive; Cerebral blood flow; Stimulus (psychology); Computer science; Medicine; Cardiology; Psychology; Internal medicine; Cognitive 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":[0.0001331831,0.0002358479,0.0004791547,0.0001931626,0.00003091835,0.00001252762,0.00009829047,0.0002349213,0.0009080864],"category_scores_gemma":[0.00003599519,0.000242077,0.0001409835,0.00008402318,0.00005133099,0.00002783844,0.0001123447,0.0005948512,0.00001833278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001006759,"about_ca_system_score_gemma":0.00007619017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001690051,"about_ca_topic_score_gemma":2.946714e-7,"domain_scores_codex":[0.9988176,0.00002520777,0.0003390344,0.000459944,0.0001833093,0.0001749095],"domain_scores_gemma":[0.9991423,0.00007012151,0.0001167583,0.0005388369,0.00004343745,0.00008854321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001306341,0.0006133465,0.00008059968,0.0006161685,0.00003972108,0.001785773,0.0002652108,0.00001088296,0.4946781,0.2994095,0.005209344,0.1971607],"study_design_scores_gemma":[0.0004012557,0.0001647009,0.0001040891,0.0007308405,0.00001211505,0.0001385336,0.00001581075,0.00001984202,0.04310457,0.004388759,0.9506974,0.0002220727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.00005407232,0.000390117,0.05416993,0.0004648363,0.00005778641,0.01671409,0.00001511896,0.0002340787,0.9279],"genre_scores_gemma":[0.00006771795,0.00006928819,0.588497,0.000827638,0.0001941298,0.0109363,0.00004624074,0.0001128292,0.3992488],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9454881,"threshold_uncertainty_score":0.9942909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1517360779463841,"score_gpt":0.4530927379442936,"score_spread":0.3013566599979095,"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."}}