{"id":"W2811152287","doi":"10.1007/s13755-019-0071-7","title":"Ballistocardiogram signal processing: a review","year":2019,"lang":"en","type":"article","venue":"Health Information Science and Systems","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":200,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Polysomnography; Ballistocardiography; Population; SIGNAL (programming language); Breathing; Obstructive sleep apnea; Blood pressure; Fiber Bragg grating; Sleep apnea","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":[0.001499776,0.001192583,0.001698527,0.00245242,0.0001879676,0.001385768,0.001102067,0.001449312,0.002054164],"category_scores_gemma":[0.002494121,0.0004178928,0.0008599222,0.002855824,0.0005338556,0.001868381,0.0008145901,0.001184675,0.001244416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003405157,"about_ca_system_score_gemma":0.001188709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007684288,"about_ca_topic_score_gemma":0.001005421,"domain_scores_codex":[0.9995775,0.00005635103,0.0001081104,0.0001204265,0.0001126598,0.00002509207],"domain_scores_gemma":[0.9980087,0.001207407,0.0002168606,0.00004585363,0.0004394434,0.00008170544],"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":[0.0002575084,0.0001224073,0.0006041665,0.0294751,0.00038921,0.0001815537,0.00005309599,0.0006043624,0.003361176,0.001060833,0.01502199,0.9488685],"study_design_scores_gemma":[0.0002205809,0.001257411,0.009056398,0.02305227,0.003261144,0.006284258,0.0003345919,0.003699441,0.007407405,0.005122431,0.939996,0.0003080303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002293308,0.9980901,0.001008783,0.0001893556,0.0002207144,0.000006539652,0.00002534299,0.00001006324,0.0002198068],"genre_scores_gemma":[0.002080694,0.9947118,0.001715605,0.0004404855,0.0006826561,0.00001440478,0.0000729202,0.000006054271,0.0002754981],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00245242,"threshold_uncertainty_score":0.00793165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02518161888729033,"score_gpt":0.2836139431644166,"score_spread":0.2584323242771263,"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."}}