{"id":"W2981310184","doi":"10.1088/2040-8986/ab4dc3","title":"The progress and perspectives of terahertz technology for diagnosis of neoplasms: a review","year":2019,"lang":"en","type":"review","venue":"Journal of Optics","topic":"Terahertz technology and applications","field":"Engineering","cited_by":205,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Russian Science Foundation; Russian Foundation for Basic Research","keywords":"Terahertz radiation; Medical diagnosis; Medical physics; Medical imaging; Computer science; Medicine; Modalities; Radiology; Optics; Physics; Sociology","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":[0.0002098883,0.0001528424,0.001065354,0.0001632538,0.00002822769,0.000006448905,0.0003583828,0.0002473617,0.000001800151],"category_scores_gemma":[0.0001482043,0.00009434141,0.0002495255,0.0002488471,0.0002087628,0.00003254185,0.0000369866,0.000353753,5.595647e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002682489,"about_ca_system_score_gemma":0.00005446468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.897027e-8,"about_ca_topic_score_gemma":3.466805e-7,"domain_scores_codex":[0.9990239,0.00001395982,0.0007038142,0.00007585847,0.00007344518,0.0001090618],"domain_scores_gemma":[0.9984879,0.0003711962,0.0006612843,0.0002633876,0.0001978483,0.00001839595],"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":[0.000001252776,0.00002695688,0.00002769022,0.0245682,0.0003000545,6.55524e-7,0.00002708669,8.184258e-7,5.594366e-7,0.002468327,0.0005586736,0.9720197],"study_design_scores_gemma":[0.00009659291,0.0001369297,0.000002454933,0.02358038,0.000939866,0.0001314189,0.00007622878,0.00002005039,0.00002581397,0.0002707166,0.9746341,0.00008542165],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007721052,0.9985212,0.0001684026,0.000448569,0.00008231521,0.0006301735,0.00002600716,0.00001743655,0.00002868404],"genre_scores_gemma":[0.0001657132,0.9949359,0.00469524,0.000002327378,0.00002936818,0.0001311853,8.718331e-7,0.00002471685,0.00001461847],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9740754,"threshold_uncertainty_score":0.3847131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03489393812372226,"score_gpt":0.3251883827737833,"score_spread":0.290294444650061,"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."}}