{"id":"W1569665106","doi":"10.1002/9780470768150.ch8","title":"Near‐Infrared <i>In Vivo</i> Spectroscopic Imaging: Biomedical Research and Clinical Applications","year":2010,"lang":"en","type":"other","venue":"","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Institute for Biodiagnostics","funders":"","keywords":"In vivo; Infrared; Medical physics; Materials science; Nanotechnology; Psychology; Data science; Medicine; Computer science; Optics; Physics; Biology","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":[0.0005422767,0.0006286369,0.000458905,0.0007496997,0.0004016263,0.001438381,0.0007294512,0.0008664684,0.02997949],"category_scores_gemma":[0.0002683587,0.0002763497,0.0003988696,0.00091839,0.0004080375,0.001294139,0.0005331971,0.0009630646,0.01271672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005639185,"about_ca_system_score_gemma":0.0004979807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007366984,"about_ca_topic_score_gemma":0.001566594,"domain_scores_codex":[0.9998111,0.00002651035,0.000008314212,0.00004242968,0.00009293072,0.00001870211],"domain_scores_gemma":[0.999869,0.00004013071,0.00001559347,0.00001424703,0.00004766221,0.0000133067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002646725,0.0001402266,0.00033524,0.001853437,0.00003011321,0.00025108,0.0001330637,0.000562025,0.4854392,0.01535003,0.0617408,0.4339001],"study_design_scores_gemma":[0.00001981771,0.0001554517,0.00189364,0.0003593251,0.00005608133,0.001552941,0.0001298294,0.001415498,0.3582785,0.005351361,0.6307355,0.00005191901],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.02201886,0.2171912,0.2500487,0.006689905,0.005000406,0.000329931,0.002321047,0.003557154,0.4928429],"genre_scores_gemma":[0.07072763,0.2486713,0.1373553,0.003276216,0.002306671,0.0003711801,0.002353364,0.001559167,0.5333792],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02997949,"threshold_uncertainty_score":0.1002914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02129394781868955,"score_gpt":0.417674603933495,"score_spread":0.3963806561148055,"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."}}