{"id":"W4398173520","doi":"10.2196/57953","title":"Preliminary Validity and Acceptability of Motion Tape for Measuring Low Back Movement: Mixed Methods Study","year":2024,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Movement (music); Motion (physics); Computer science; Computer vision; Artificial intelligence; Acoustics; Physics","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":[0.04307318,0.001074401,0.00154435,0.001050653,0.001353925,0.0020477,0.001253303,0.001408919,0.002283712],"category_scores_gemma":[0.03532635,0.0007999737,0.002762863,0.0007665912,0.001243454,0.001278358,0.001164282,0.0008539993,0.0006360445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009830291,"about_ca_system_score_gemma":0.001336331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001429755,"about_ca_topic_score_gemma":0.003261321,"domain_scores_codex":[0.9657398,0.02108583,0.00329086,0.002483068,0.006601417,0.0007990823],"domain_scores_gemma":[0.9642323,0.01899604,0.005382244,0.00327178,0.007396417,0.0007212401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0110425,0.01940193,0.7885015,0.00603215,0.004536579,0.0005506661,0.03440059,0.0004520813,0.009044736,0.001308974,0.001327663,0.1234005],"study_design_scores_gemma":[0.002429719,0.07888643,0.8633916,0.001813933,0.003226029,0.0009300011,0.02920731,0.004596399,0.005387389,0.001252543,0.008575822,0.000302636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832464,0.001458798,0.00674936,0.0001108811,0.0001136934,0.005769882,0.0003490914,0.00001700848,0.002184878],"genre_scores_gemma":[0.974991,0.0007442163,0.01195213,0.0003903844,0.00007990099,0.01032565,0.0003617871,0.00002246025,0.001132485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04307318,"threshold_uncertainty_score":0.2277955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03656372646406051,"score_gpt":0.3702349049881697,"score_spread":0.3336711785241092,"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."}}