{"id":"W3004591359","doi":"10.2196/16354","title":"Assisting Home-Based Resistance Training for Normotensive and Prehypertensive Individuals Using Ambient Lighting and Sonification Feedback: Sensor-Based System Evaluation","year":2020,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perceived exertion; Physical therapy; Rating of perceived exertion; Psychology; Sonification; Competence (human resources); Concentric; Physical medicine and rehabilitation; Medicine; Blood pressure; Heart rate; Social psychology; Mathematics; Statistics; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001176119,0.0004112879,0.0003976939,0.0002015004,0.0001437944,0.0002684009,0.000364015,0.0003733074,0.002330246],"category_scores_gemma":[0.001566408,0.0001244785,0.0002503438,0.00008663751,0.0001590156,0.0002195785,0.0002951014,0.0001601378,0.0001400883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002639325,"about_ca_system_score_gemma":0.0002402685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001568308,"about_ca_topic_score_gemma":0.001857446,"domain_scores_codex":[0.9996259,0.0001743762,0.0000312656,0.00005109193,0.00008423137,0.00003316926],"domain_scores_gemma":[0.9993445,0.0003054409,0.00004284809,0.0000225463,0.0002158594,0.00006874756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03122591,0.01343193,0.04742023,0.002415986,0.000707164,0.0005851449,0.001591817,0.0290866,0.5062407,0.0003211166,0.002031307,0.3649421],"study_design_scores_gemma":[0.004720165,0.1659235,0.3267847,0.0001358936,0.001327492,0.0009112848,0.001539264,0.2961316,0.1979835,0.0001936405,0.004174375,0.0001745717],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895418,0.0001406496,0.009342993,0.00002461569,0.00001468353,0.0003112423,0.00007751535,0.0001414129,0.0004051606],"genre_scores_gemma":[0.9841636,0.0001412762,0.0143045,0.00003426418,0.00001186989,0.000399004,0.0001970766,0.0000111377,0.0007372171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002330246,"threshold_uncertainty_score":0.007795453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1535468671728287,"score_gpt":0.3231823681869903,"score_spread":0.1696355010141616,"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."}}