{"id":"W2579306617","doi":"10.1615/critrevbiomedeng.2017019377","title":"Current Status of Radiological Multimodality Imaging","year":2016,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Multimodality; Magnetic resonance imaging; Medical imaging; Medicine; Medical physics; Radiology; Radiological weapon; Ultrasound; Computer science","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":[0.002035498,0.0008665617,0.001633945,0.003884678,0.0003346829,0.001904541,0.001387654,0.001942408,0.006418453],"category_scores_gemma":[0.00341395,0.0004666636,0.0006659266,0.003173267,0.001349652,0.002894951,0.0009668933,0.001786678,0.003723903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009236196,"about_ca_system_score_gemma":0.001958284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0013123,"about_ca_topic_score_gemma":0.001374829,"domain_scores_codex":[0.999143,0.0001924514,0.000147192,0.000127323,0.0003287568,0.00006119905],"domain_scores_gemma":[0.9970336,0.001831378,0.000303427,0.00008390484,0.0006411394,0.0001065395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004896344,0.0000312745,0.0002301718,0.01598888,0.00005250111,0.0002279591,0.00007933344,0.0002221802,0.001490125,0.003985221,0.01938408,0.9582592],"study_design_scores_gemma":[0.000009632043,0.00006755092,0.0006794828,0.005398055,0.0001084952,0.003200883,0.00009788509,0.0001150789,0.001005899,0.00268647,0.9865998,0.00003084583],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008208662,0.9979368,0.0002491479,0.0004454204,0.0001327809,0.000003151549,0.00001279429,0.00001235447,0.001125476],"genre_scores_gemma":[0.0009902959,0.9974003,0.000432451,0.0002684096,0.0004322321,0.000006895318,0.00002976708,0.000004313465,0.000435359],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006418453,"threshold_uncertainty_score":0.02147192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08844049983064989,"score_gpt":0.456124423421379,"score_spread":0.3676839235907292,"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."}}