{"id":"W2234398872","doi":"","title":"Diffusion MRI Analysis Techniques Inspired by the Preterm Infant Brain","year":2015,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Simon Fraser University","keywords":"Diffusion MRI; Neuroscience; Medicine; Diffusion; Psychology; Magnetic resonance imaging; Physics; Radiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001223137,0.000916408,0.0005776919,0.001394977,0.0004100466,0.001384762,0.001426484,0.0008013364,0.004603502],"category_scores_gemma":[0.007010826,0.0006014658,0.001280139,0.001335284,0.000662644,0.001684163,0.001426884,0.002361093,0.002485652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006159722,"about_ca_system_score_gemma":0.001090708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00262217,"about_ca_topic_score_gemma":0.002670269,"domain_scores_codex":[0.9995012,0.00009196514,0.000040592,0.0001210663,0.0002153802,0.00002970374],"domain_scores_gemma":[0.9982456,0.0008244892,0.0001850753,0.0003052356,0.0003846005,0.00005503915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001188655,0.00006350252,0.002802391,0.0006667506,0.0002602687,0.0006449188,0.0005129611,0.1349116,0.03816778,0.18523,0.02444484,0.6121761],"study_design_scores_gemma":[0.00004642753,0.00007780422,0.002225909,0.0001481651,0.00006353763,0.001412195,0.00007223919,0.7961833,0.03173136,0.09645536,0.0714933,0.000090307],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001263648,0.0002701213,0.9960473,0.0002119935,0.00003909212,0.00003189051,0.0001439878,0.00127437,0.0007174916],"genre_scores_gemma":[0.02336642,0.001093386,0.9722432,0.00008961216,0.00007720463,0.0001301725,0.000368172,0.0007230922,0.001908707],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004603502,"threshold_uncertainty_score":0.01540023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105573931092702,"score_gpt":0.271127753448361,"score_spread":0.2605703603390909,"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."}}