{"id":"W2898520047","doi":"10.3390/mps1040039","title":"Review of Biomedical Applications of Contactless Imaging of Neonates Using Infrared Thermography and Beyond","year":2018,"lang":"en","type":"review","venue":"Methods and Protocols","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Alberta; Winnipeg Regional Health Authority; University of Saskatchewan","funders":"","keywords":"Thermography; Continuous monitoring; Modality (human–computer interaction); Biomedical engineering; Intensive care; Infrared; Medical imaging; Modalities; Perspective (graphical); Medical physics; Computer science; Medicine; Intensive care medicine; Optics; Radiology; Artificial intelligence; Engineering","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":[0.001707873,0.0002242099,0.002164843,0.0002460306,0.00002669298,0.000007974653,0.0001130412,0.0001323525,0.00003001902],"category_scores_gemma":[0.0001953391,0.0001512954,0.000248507,0.0004414767,0.0007320866,0.00003084026,0.00008570447,0.0002114784,7.034924e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001024007,"about_ca_system_score_gemma":0.0001462644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001387961,"about_ca_topic_score_gemma":3.262068e-8,"domain_scores_codex":[0.9981635,0.0003582306,0.0009221808,0.0002677296,0.0001509879,0.0001373785],"domain_scores_gemma":[0.9982678,0.0003806317,0.0006520142,0.0003797813,0.0002208183,0.0000989976],"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":[0.000008125993,0.00006112871,0.00004592769,0.2493091,0.00007393008,4.578518e-7,0.0000153554,5.510707e-11,0.0004948803,0.0003067137,0.00007045864,0.7496139],"study_design_scores_gemma":[0.0002131904,0.0002481371,0.000006825761,0.2270152,0.0009561239,0.00004669193,0.000007225491,0.00001224959,0.001507279,0.001600478,0.7682537,0.000132975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.092241e-7,0.9140199,0.04033589,0.0000258303,0.000006013833,0.0448097,0.00005011032,0.00001889956,0.0007331404],"genre_scores_gemma":[1.229342e-7,0.6176471,0.3690021,0.00004701206,0.00002270633,0.01324721,0.00001058635,0.00001669133,0.000006432725],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7681832,"threshold_uncertainty_score":0.6169649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07271085840880294,"score_gpt":0.531306871364054,"score_spread":0.458596012955251,"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."}}