{"id":"W4389883236","doi":"10.32920/24625209","title":"Anthropomorphic MR Phantom of the Human Placenta for Sequence Optimization","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Waterloo","funders":"","keywords":"Imaging phantom; Placenta; Human placenta; Magnetic resonance imaging; Biomedical engineering; Ultrasound; Medicine; Fetus; Nuclear medicine; Radiology; Biology; Pregnancy","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":[0.000521593,0.000376312,0.0001563792,0.0003261409,0.000100514,0.0003749264,0.0002929807,0.0005356725,0.003677784],"category_scores_gemma":[0.0009979778,0.0002275874,0.0001819692,0.0002643656,0.000183814,0.0001951063,0.0002867816,0.0002113285,0.000727971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001747113,"about_ca_system_score_gemma":0.0003387675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003585997,"about_ca_topic_score_gemma":0.0003763163,"domain_scores_codex":[0.9998959,0.00004111665,0.000007910638,0.00001991691,0.00002797363,0.0000071671],"domain_scores_gemma":[0.9996893,0.0001546925,0.00004698129,0.00004625944,0.0000461308,0.00001666104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006172993,0.0001709821,0.001066385,0.0005229227,0.00003445275,0.001884201,0.0003436161,0.100409,0.8487782,0.004512601,0.002266029,0.03939411],"study_design_scores_gemma":[0.0001708693,0.002149269,0.008830032,0.0001577055,0.0001543973,0.008902776,0.0002967149,0.3421892,0.5543286,0.003632694,0.07903929,0.0001485136],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2160518,0.00145695,0.7660474,0.0005410082,0.0001577196,0.0006791778,0.001450837,0.002058554,0.01155666],"genre_scores_gemma":[0.58456,0.001522143,0.4008208,0.0003137753,0.00003077551,0.0007027464,0.001326288,0.0003710289,0.01035239],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003677784,"threshold_uncertainty_score":0.01230341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1360696106907519,"score_gpt":0.3604373649118252,"score_spread":0.2243677542210733,"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."}}