{"id":"W2012932038","doi":"10.1255/jnirs.963","title":"The Evolution of Wireless near Infrared Spectroscopy Applications in Urology and Rationale for Clinical Use","year":2012,"lang":"en","type":"article","venue":"Journal of Near Infrared Spectroscopy","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Collaboration On Repair Discoveries; University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Spectroscopy; Functional near-infrared spectroscopy; Near-infrared spectroscopy; Computer science; Medical physics; Medicine; Intensive care medicine; Psychology; Neuroscience; Physics; Cognition","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04028744,0.001085862,0.001318287,0.003383529,0.001263426,0.006488058,0.003594198,0.006654121,0.005077989],"category_scores_gemma":[0.06382544,0.001116537,0.00154114,0.003293045,0.007106781,0.007360842,0.00414682,0.01249829,0.00382743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003940717,"about_ca_system_score_gemma":0.007190911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002203594,"about_ca_topic_score_gemma":0.001827467,"domain_scores_codex":[0.9785752,0.008476723,0.003068866,0.002813434,0.006368724,0.0006971392],"domain_scores_gemma":[0.9480545,0.02888843,0.003595678,0.002217683,0.0144371,0.002806677],"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":[0.0005277625,0.0004425845,0.005570643,0.006717046,0.00008686102,0.0007896035,0.001123397,0.001280425,0.003081371,0.09911193,0.03879927,0.8424692],"study_design_scores_gemma":[0.0001261376,0.001381222,0.007233159,0.02280984,0.0001538051,0.003767757,0.001116314,0.002053045,0.003014137,0.03497595,0.9230871,0.00028142],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00935598,0.6881226,0.0527051,0.1921583,0.008673513,0.000943419,0.0004023897,0.0004578923,0.04718076],"genre_scores_gemma":[0.08320761,0.7133846,0.1031008,0.06886292,0.01455984,0.002512099,0.0006839836,0.0004693185,0.01321885],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04028744,"threshold_uncertainty_score":0.2130629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03234154593878673,"score_gpt":0.357646134816124,"score_spread":0.3253045888773372,"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."}}