{"id":"W4281289426","doi":"10.3389/fradi.2022.794981","title":"Diffusion Kurtosis Imaging of Neonatal Spinal Cord in Clinical Routine","year":2022,"lang":"en","type":"article","venue":"Frontiers in Radiology","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Polytechnique Montréal; Mila - Quebec Artificial Intelligence Institute","funders":"Università degli Studi di Genova","keywords":"Diffusion MRI; Kurtosis; Medicine; White matter; Magnetic resonance imaging; Spinal cord; Neuroimaging; Computer science; Radiology","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":[0.0003275254,0.0000814923,0.0003682496,0.0002235978,0.00003730034,9.166857e-7,0.0001454569,0.00003506202,0.00003673508],"category_scores_gemma":[0.0001042335,0.00008482449,0.00006957053,0.0002779779,0.0001712169,0.0000224803,0.0001512632,0.0004775113,4.530374e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008378909,"about_ca_system_score_gemma":0.00003804712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002975259,"about_ca_topic_score_gemma":0.000001433931,"domain_scores_codex":[0.9988749,0.0001175382,0.0004562861,0.0002792101,0.00008382629,0.0001882253],"domain_scores_gemma":[0.9995245,0.00004970618,0.0001154983,0.00025663,0.00001356145,0.00004008494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008285434,0.0001511347,0.8989824,0.00001020339,0.000004395527,0.00007805037,0.00003427669,0.00002295003,0.000464147,0.0003382151,0.004880869,0.09420478],"study_design_scores_gemma":[0.003544137,0.00153607,0.9325078,0.00005247271,0.00003164781,0.0006036157,0.000693095,0.01227874,0.0002371108,0.005143238,0.04317336,0.000198757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9204485,0.001184882,0.07441746,0.00275699,0.0004820085,0.0003779672,0.00001454134,0.000055334,0.0002622702],"genre_scores_gemma":[0.9465742,0.0002371786,0.05242167,0.0005490407,0.0000479231,0.00007282563,0.00002807614,0.00001330248,0.00005576559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09400602,"threshold_uncertainty_score":0.3459042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04729330494408518,"score_gpt":0.3811399907883199,"score_spread":0.3338466858442348,"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."}}