{"id":"W3120110232","doi":"10.1101/2021.01.12.21249706","title":"Diffusion basis spectrum imaging in post-hemorrhagic hydrocephalus of prematurity","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Intellectual and Developmental Disabilities Research Center; Doris Duke Charitable Foundation; Child Neurology Foundation; Cerebral Palsy International Research Foundation; Dana Foundation; National Institutes of Health; March of Dimes Foundation","keywords":"White matter; Intraventricular hemorrhage; Fractional anisotropy; Corpus callosum; Hydrocephalus; Diffusion MRI; Medicine; Fiber tract; Pathology; Magnetic resonance imaging; Radiology; Biology; Gestational age","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":[0.0004161837,0.0002420906,0.0001585314,0.00119665,0.0001379987,0.0002186159,0.0001227306,0.0001596904,0.0003760689],"category_scores_gemma":[0.0009105435,0.00008924469,0.00009565132,0.0003287745,0.0002222483,0.0001572967,0.0002859118,0.0001286879,0.00005086504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001688793,"about_ca_system_score_gemma":0.000170472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001790398,"about_ca_topic_score_gemma":0.001541291,"domain_scores_codex":[0.9999198,0.00002229314,0.000009380148,0.00001838834,0.00001809349,0.0000119671],"domain_scores_gemma":[0.9997249,0.00005388874,0.0001382722,0.00001846564,0.0000354406,0.00002904957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003458265,0.0000251828,0.917066,0.00009612188,0.00006155408,0.00486022,0.0003909712,0.0006398773,0.05077494,0.0003456642,0.0001995776,0.02519412],"study_design_scores_gemma":[0.000004743245,0.0002214665,0.9827405,0.00003199555,0.00002262709,0.006948068,0.0003089522,0.001595777,0.00724919,0.0003413038,0.0005292316,0.000006236478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985011,0.0005124584,0.0006502641,0.00001621901,0.000002713593,0.000005340359,0.00006509258,0.000007849594,0.0002389942],"genre_scores_gemma":[0.9985818,0.000395543,0.0008767766,0.000005798954,0.00000308889,0.000004769066,0.00005042268,0.000002042169,0.00007978793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001790398,"threshold_uncertainty_score":0.003559947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03179120281831256,"score_gpt":0.3206358706912859,"score_spread":0.2888446678729734,"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."}}