{"id":"W986277337","doi":"10.1255/jnirs.1152","title":"Two-Dimensional near Infrared Spectroscopic Imaging of the Hand to Assess Microvascular Abnormalities in Systemic Sclerosis: A Pilot Study","year":2015,"lang":"en","type":"article","venue":"Journal of Near Infrared Spectroscopy","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microcirculation; Medicine; Near-infrared spectroscopy; Biomedical engineering; Pathology; Functional imaging; Radiology; Neuroscience","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001479625,0.000360459,0.001138995,0.0003770728,0.0001854963,0.0002312983,0.0004856878,0.00007588424,0.00006831799],"category_scores_gemma":[0.0004731813,0.0002430282,0.0003311956,0.0008520189,0.0002470412,0.0002947411,0.00017859,0.0006530327,0.00002393052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005938092,"about_ca_system_score_gemma":0.001608049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002625319,"about_ca_topic_score_gemma":0.00001447176,"domain_scores_codex":[0.9956503,0.0004622017,0.001638167,0.0003307909,0.001403623,0.0005149484],"domain_scores_gemma":[0.9971808,0.0001016561,0.0008359509,0.0006959718,0.0007128219,0.0004727604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00219383,0.00189924,0.3565848,0.0001874255,0.0005713481,0.000224858,0.005012468,0.002402818,0.6244684,0.00002228134,0.00640085,0.00003156959],"study_design_scores_gemma":[0.03676716,0.01101344,0.6629167,0.02442805,0.001513828,0.002558001,0.02200411,0.0008505291,0.2364478,0.0004031487,0.0002488796,0.0008484251],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886783,0.00817516,0.00003733997,0.0002864164,0.0009871931,0.001105186,0.00001096456,0.00002300515,0.0006963979],"genre_scores_gemma":[0.9966154,0.00006415304,0.002286717,0.0003853285,0.0003196332,0.00002005142,0.000002389974,0.00005378871,0.0002525557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3880207,"threshold_uncertainty_score":0.9910401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0501453835523069,"score_gpt":0.2961087896140154,"score_spread":0.2459634060617085,"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."}}