{"id":"W4305090658","doi":"","title":"Spinal cord monitoring by NIRS in reflection and transmission modes","year":2021,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire en Santé Mentale de Québec","funders":"","keywords":"Reflection (computer programming); Transmission (telecommunications); Computer science; Spinal cord; Neuroscience; Psychology; Telecommunications","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":[0.0003986067,0.000519495,0.0003366974,0.0003192666,0.0002581509,0.000766792,0.0002960336,0.0005527686,0.005236881],"category_scores_gemma":[0.0008165917,0.0001466988,0.0002206179,0.000370943,0.0004052561,0.0007825781,0.0003725661,0.0005330523,0.0009972749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002125981,"about_ca_system_score_gemma":0.0003358899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006770794,"about_ca_topic_score_gemma":0.0009862586,"domain_scores_codex":[0.9997994,0.00004602918,0.000009679297,0.00004296992,0.00007484273,0.00002703285],"domain_scores_gemma":[0.9997059,0.0001304401,0.00004356674,0.00002668467,0.00006950343,0.00002385977],"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":[0.001660303,0.0001203051,0.002032604,0.0003265016,0.00003884514,0.0001793396,0.0001652973,0.001229851,0.84897,0.0007460593,0.001565871,0.1429649],"study_design_scores_gemma":[0.0001482379,0.002523311,0.05360123,0.0002705611,0.000314734,0.003286865,0.0004209681,0.0411712,0.8777965,0.004932284,0.01545641,0.00007757141],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7383985,0.01354355,0.2087357,0.001745616,0.0004835704,0.00020912,0.00106863,0.00214164,0.03367364],"genre_scores_gemma":[0.929438,0.006300159,0.04510967,0.0002848721,0.000473565,0.0001360898,0.0002611502,0.0002598095,0.01773673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005236881,"threshold_uncertainty_score":0.01751918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02210912928968795,"score_gpt":0.3156822022672964,"score_spread":0.2935730729776085,"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."}}