{"id":"W2007444440","doi":"10.3109/03091902.2013.876111","title":"The effect of probe placement on inter-trial variability when using the Cutometer MPA 580","year":2014,"lang":"en","type":"article","venue":"Journal of Medical Engineering & Technology","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Protocol (science); Medicine; Clinical trial; Pathology","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":[0.002133487,0.0001373156,0.000433535,0.0001661787,0.0000478795,0.00001193167,0.0003226379,0.0001705893,0.00004881165],"category_scores_gemma":[0.006409014,0.0000603597,0.0001834015,0.0001350091,0.0001616651,0.00002183292,0.00007734536,0.0005145118,0.00000176528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001069059,"about_ca_system_score_gemma":0.00007886242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003986947,"about_ca_topic_score_gemma":4.409353e-7,"domain_scores_codex":[0.9984316,0.00009029976,0.0004797413,0.0001066276,0.0006869287,0.0002048374],"domain_scores_gemma":[0.9976647,0.001623136,0.0002129469,0.0003099193,0.0000692664,0.0001200229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0696049,0.02682656,0.08037694,0.002709067,0.01118041,0.001012614,0.0007386284,0.006159856,0.006086762,0.02467381,0.01086169,0.7597687],"study_design_scores_gemma":[0.2700861,0.3649536,0.01083053,0.01497325,0.007934505,0.003393415,0.000392291,0.08695364,0.07813614,0.004265214,0.1568091,0.001272198],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780837,0.0003467945,0.01045256,0.009899658,0.0006959949,0.000430968,0.000001033517,0.0000390947,0.00005019838],"genre_scores_gemma":[0.9991388,0.00005583289,0.0004198351,0.00007127024,0.0002753105,0.00001812386,3.911686e-7,0.00001358788,0.000006811272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7584966,"threshold_uncertainty_score":0.7672651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00818260102920793,"score_gpt":0.2797518725273274,"score_spread":0.2715692714981195,"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."}}