{"id":"W4200498431","doi":"10.1177/19476035211063862","title":"Infrared Thermography for the Evaluation of Inflammatory and Degenerative Joint Diseases: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Cartilage","topic":"Infrared Thermography in Medicine","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Medicine; Thermography; Osteoarthritis; Systematic review; Disease; Cochrane Library; Physical therapy; Dermatology; Internal medicine; Intensive care medicine; MEDLINE; Meta-analysis; Pathology; Alternative medicine; Infrared","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002829745,0.0004621867,0.003949129,0.0002613571,0.0000973981,0.00001857244,0.0001777167,0.0002010397,0.00008415367],"category_scores_gemma":[0.003102465,0.0002518188,0.001395548,0.0006399258,0.0002698203,0.00004557727,0.00006367046,0.0002738278,0.000001762694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009907623,"about_ca_system_score_gemma":0.0008003457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.649546e-7,"about_ca_topic_score_gemma":4.148057e-7,"domain_scores_codex":[0.9960073,0.001038803,0.001458379,0.0004001865,0.0008583849,0.0002370049],"domain_scores_gemma":[0.995919,0.0007560725,0.001047194,0.001181018,0.0009544021,0.0001422792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000005674226,0.00003143718,0.000001818433,0.9667203,0.0009588277,0.00000947511,0.0002446522,1.319375e-7,0.00001084666,0.0001680501,0.001977285,0.02987146],"study_design_scores_gemma":[0.0006732247,0.0001189669,0.000009018915,0.8684238,0.1013146,0.00007928561,0.0002214981,0.00002329481,0.00002480178,0.00009034929,0.02878524,0.0002359017],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001606808,0.983063,0.00006230126,0.00006087049,0.0001890001,0.01611899,0.0001715115,0.00003080431,0.0002874192],"genre_scores_gemma":[0.00002865976,0.9928335,0.00006326809,0.0004067282,0.0001816326,0.006009928,0.0002934861,0.00007105954,0.0001117473],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1003558,"threshold_uncertainty_score":0.9999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07796824933632517,"score_gpt":0.3671915170821076,"score_spread":0.2892232677457824,"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."}}