{"id":"W7161952367","doi":"10.82308/40856","title":"Respiratory modulation of sternal accelerations","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spirometer; Respiration; Respiratory system; Apnea; Tidal volume; Amplitude; Breathing; Respiratory rate; Modulation (music)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002939407,0.0001607913,0.0001869485,0.0001204856,0.00002524454,0.00002537271,0.0001184261,0.0001524474,0.0001147937],"category_scores_gemma":[0.00002215768,0.000180727,0.00007004772,0.0001501037,0.000005142754,0.0001491939,0.000007716343,0.0001860828,0.00004447162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005463172,"about_ca_system_score_gemma":0.0000319423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001015456,"about_ca_topic_score_gemma":0.00004896043,"domain_scores_codex":[0.9992482,0.00001002754,0.0003030945,0.0001347927,0.0002015617,0.0001023298],"domain_scores_gemma":[0.999642,0.00002532238,0.00006269026,0.0001366595,0.00008141249,0.00005187999],"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":[0.000008616884,0.000007139969,0.001100467,0.0003567805,0.00006572091,0.000002717644,0.0003410339,0.005048783,0.9881243,0.0006071336,0.0004242592,0.003913051],"study_design_scores_gemma":[0.0002012229,0.0000453716,0.01780807,0.0001579847,0.00003896257,3.180031e-7,0.0002614183,0.002244337,0.9770101,0.0002142584,0.001660552,0.0003573615],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7870534,0.0005289573,0.01380004,0.000007753861,0.003040802,0.0004602258,0.00002868211,0.0005689982,0.1945112],"genre_scores_gemma":[0.9976025,0.00001575724,0.0009355897,0.000008018678,0.000384721,0.00002264463,0.0001941856,0.0000617179,0.0007749244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2105491,"threshold_uncertainty_score":0.7369831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02884671326780162,"score_gpt":0.2576851339263305,"score_spread":0.2288384206585289,"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."}}