{"id":"W4415961046","doi":"10.48550/arxiv.2510.16942","title":"Vertical Ground Reaction Forces Waveform Flattening during Gait in Women with Knee Osteoarthritis","year":2025,"lang":"","type":"preprint","venue":"ArXiv.org","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Osteoarthritis; Ground reaction force; Gait; Range of motion; Barefoot; Gait analysis; Knee Joint; Biomechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002659715,0.0002630078,0.0003510266,0.0005409156,0.0002183994,0.0002513111,0.0001299861,0.0002554167,0.001583221],"category_scores_gemma":[0.002226403,0.0001424473,0.0001951388,0.0004025564,0.0001753373,0.0001645663,0.0001836789,0.0001769748,0.000188358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001553172,"about_ca_system_score_gemma":0.0001098647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002512786,"about_ca_topic_score_gemma":0.004219311,"domain_scores_codex":[0.9997757,0.00005737966,0.00002381181,0.00004155215,0.0000490116,0.00005251066],"domain_scores_gemma":[0.9994158,0.0001406121,0.0002803486,0.00001818267,0.00006369087,0.0000813451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009630113,0.0001092981,0.9793556,0.00006620719,0.00005204434,0.00104918,0.0005027786,0.00004479016,0.002828106,0.00001225064,0.0001950436,0.01482158],"study_design_scores_gemma":[0.000009163761,0.0003592517,0.9981452,0.000007019128,0.00001328419,0.0009897231,0.0002597664,0.00004257168,0.00006531683,0.00001106925,0.00009486628,0.000002715069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990498,0.0004119551,0.00008645197,0.0000380807,0.000009036215,0.000007793412,0.00007135087,0.000003422553,0.0003219978],"genre_scores_gemma":[0.9996176,0.0001117696,0.00004920953,0.00002381827,0.000008194442,0.000006033761,0.00005397579,9.195522e-7,0.0001284776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002512786,"threshold_uncertainty_score":0.005296409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01541309220222859,"score_gpt":0.2417690753789927,"score_spread":0.2263559831767641,"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."}}