{"id":"W2056483502","doi":"10.1109/biocas.2007.4463294","title":"A New Brain Imaging Device Based on fNIRS","year":2007,"lang":"en","type":"article","venue":"","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Polytechnique Montréal","keywords":"Computer science; Detector; Laptop; Functional near-infrared spectroscopy; Photodetector; Computer vision; Artificial intelligence; Optics; Physics; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004243451,0.0007907331,0.0007469001,0.0005678558,0.0003017998,0.0004843636,0.001272699,0.001271382,0.003360411],"category_scores_gemma":[0.0005091141,0.0003048823,0.0002816955,0.0004184009,0.0002906526,0.0008545914,0.0005513064,0.0005787241,0.00145578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002746248,"about_ca_system_score_gemma":0.0002940738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007670804,"about_ca_topic_score_gemma":0.001786634,"domain_scores_codex":[0.999521,0.0000561453,0.00002048029,0.0001339614,0.0002289519,0.00003942893],"domain_scores_gemma":[0.9997438,0.00008267924,0.00002276712,0.00002708089,0.00009114591,0.00003251535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004021363,0.00008496473,0.0008114991,0.000493557,0.00004319507,0.0005542534,0.0001069953,0.0002995777,0.8087639,0.0009819102,0.004298293,0.1831598],"study_design_scores_gemma":[0.0002339672,0.00248465,0.01592752,0.0002102708,0.0002897972,0.01651205,0.0001461667,0.03590049,0.8267189,0.001743776,0.09951146,0.00032091],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.103153,0.005359554,0.8693179,0.0007329865,0.00122347,0.0005862629,0.001284553,0.004644305,0.01369805],"genre_scores_gemma":[0.3559684,0.002194204,0.6228216,0.001125133,0.0003938643,0.0006192399,0.0005734487,0.0001279644,0.01617607],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003360411,"threshold_uncertainty_score":0.01124173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092288880190695,"score_gpt":0.3440556083248816,"score_spread":0.3331327195229746,"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."}}