{"id":"W4399693979","doi":"10.1016/j.infrared.2024.105399","title":"Review on the evolving role of infrared thermography in oncological applications","year":2024,"lang":"en","type":"article","venue":"Infrared Physics & Technology","topic":"Infrared Thermography in Medicine","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Department of Mechanical Engineering, University of Alberta; Kathmandu University","keywords":"Thermography; Data science; Computer science; Field (mathematics); Scopus; Resource (disambiguation); Medical physics; Medicine; MEDLINE","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004357569,0.0002893072,0.0006603053,0.0006606261,0.00006914005,0.00001189641,0.0005085412,0.000333138,0.0002466119],"category_scores_gemma":[0.0002273269,0.0001910651,0.0002729366,0.004464947,0.0006837117,0.00006972951,0.0001203365,0.001204684,0.00005935553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000965921,"about_ca_system_score_gemma":0.0001620843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006948056,"about_ca_topic_score_gemma":7.955386e-7,"domain_scores_codex":[0.9981115,0.00008511298,0.0006280838,0.0004484066,0.0003336377,0.0003932529],"domain_scores_gemma":[0.9980192,0.000460783,0.0001539423,0.001121613,0.0001830589,0.00006138053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001460938,0.001313082,0.01081309,0.00403918,0.0007486505,0.0001360602,0.0009943404,0.00001039995,0.07371821,0.5399405,0.02355418,0.3445862],"study_design_scores_gemma":[0.001028547,0.001261488,0.005837103,0.01654209,0.0004449213,0.00009635882,0.0008492483,0.000508433,0.01623563,0.7979125,0.1587884,0.0004952791],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1234502,0.4865626,0.003490769,0.02958285,0.0006047215,0.01239515,0.0001835186,0.003304778,0.3404254],"genre_scores_gemma":[0.9858658,0.007493249,0.0009640636,0.003656762,0.0002215263,0.001566581,0.0000444853,0.00006519238,0.0001223524],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8624156,"threshold_uncertainty_score":0.7791408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318042219686215,"score_gpt":0.2876742095337623,"score_spread":0.2744937873369002,"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."}}