{"id":"W2984271123","doi":"10.1177/0967033519884209","title":"Simulation and in vivo investigation of light-emitting diode, near infrared Gaussian beam profiles","year":2019,"lang":"en","type":"article","venue":"Journal of Near Infrared Spectroscopy","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Spectroscopy; Near-infrared spectroscopy; Optics; Materials science; Penetration depth; Infrared; Functional near-infrared spectroscopy; Imaging phantom; Laser; Infrared spectroscopy; Chemistry; Physics","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":[0.000299897,0.0002870653,0.0002009168,0.0002388182,0.0001134166,0.0002663435,0.0002433403,0.0004186498,0.0006608539],"category_scores_gemma":[0.0008390705,0.0001262609,0.000377886,0.0001968114,0.000231871,0.0002305368,0.0001893711,0.0002117093,0.0000722128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002002146,"about_ca_system_score_gemma":0.0003050579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002120594,"about_ca_topic_score_gemma":0.00183724,"domain_scores_codex":[0.9999058,0.0000208478,0.000005433228,0.00001641292,0.00003332639,0.00001808192],"domain_scores_gemma":[0.9995551,0.0002597008,0.00007031224,0.00002532066,0.00007068558,0.00001890143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004722157,0.0002010604,0.007072897,0.0002339957,0.0000432962,0.0004222903,0.000171089,0.871393,0.1061589,0.001467849,0.0004093128,0.01195413],"study_design_scores_gemma":[0.00003166274,0.0003012259,0.002889519,0.00001074128,0.00002635001,0.0001101498,0.00006579708,0.9692091,0.02662403,0.0002718418,0.0004424535,0.00001725757],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9333558,0.0003284268,0.06270155,0.0001259591,0.00002793561,0.00004368771,0.0002401012,0.000166331,0.003010238],"genre_scores_gemma":[0.985715,0.0002316458,0.01277564,0.00002590125,0.000002686605,0.00003838855,0.00008497133,0.00001209359,0.00111373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002120594,"threshold_uncertainty_score":0.004216552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197679132594868,"score_gpt":0.2972251746068004,"score_spread":0.2852483832808517,"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."}}