{"id":"W7080790144","doi":"10.3205/25premus103","title":"Force-estimating insoles as a mobile solution for measuring ground reaction forces and center of pressure in occupational tasks","year":2025,"lang":"en","type":"article","venue":"German Medical Science (German Research Foundation)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Ground reaction force; Center of pressure (fluid mechanics); Inverse dynamics; Measure (data warehouse); Field (mathematics); Center (category theory); Pressure measurement; Dynamics (music)","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":[0.0002827163,0.0008458694,0.0004274976,0.0006255187,0.0001602734,0.0005573274,0.0004599704,0.0008891023,0.006905055],"category_scores_gemma":[0.0008668759,0.0001979477,0.0002166903,0.0006985971,0.0001444821,0.0003486411,0.0003408657,0.0002768132,0.00269411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006747851,"about_ca_system_score_gemma":0.0001733054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009202202,"about_ca_topic_score_gemma":0.00187034,"domain_scores_codex":[0.999769,0.00004730913,0.00001085656,0.0000683017,0.00009205357,0.00001250155],"domain_scores_gemma":[0.9997351,0.0000922429,0.00002661025,0.00002555474,0.0001019232,0.00001870309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006226747,0.0001609813,0.0115677,0.0007011942,0.0001239784,0.000323701,0.000285101,0.006886481,0.2091808,0.001186753,0.007928529,0.7610322],"study_design_scores_gemma":[0.0004564988,0.00285673,0.1806469,0.0006218083,0.0006011859,0.004345948,0.0007034409,0.5204293,0.2234951,0.005558603,0.05999422,0.0002904357],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2104518,0.00282372,0.7714218,0.0004286328,0.0004213822,0.0003120324,0.002933526,0.004037022,0.007170168],"genre_scores_gemma":[0.5829813,0.002057826,0.4035436,0.0002855516,0.0003036612,0.0003643515,0.00138232,0.0002696298,0.008811674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006905055,"threshold_uncertainty_score":0.02309966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05635738642820031,"score_gpt":0.4037250812674714,"score_spread":0.3473676948392711,"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."}}