{"id":"W4389109779","doi":"10.1186/s13047-023-00686-0","title":"Development of a clinically useful multi‐segment kinetic foot model","year":2023,"lang":"en","type":"article","venue":"Journal of Foot and Ankle Research","topic":"Lower Extremity Biomechanics and Pathologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Western University","keywords":"Medicine; Foot (prosody); Physical medicine and rehabilitation; Rehabilitation; Orthopedic surgery; Physical therapy; Medical physics; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002135348,0.00008199715,0.0002163277,0.0003424656,0.00005988349,0.00003156205,0.0002010656,0.0000775221,0.00002383875],"category_scores_gemma":[0.0001557169,0.00006422017,0.0000646597,0.0003252287,0.00004787143,0.00004935899,0.0001337223,0.0003293453,0.00001020244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003572095,"about_ca_system_score_gemma":0.0001080954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.931405e-7,"about_ca_topic_score_gemma":0.000006021467,"domain_scores_codex":[0.9985605,0.00003563834,0.0005634438,0.00009384431,0.0004678761,0.0002786401],"domain_scores_gemma":[0.9993147,0.0001820108,0.0000672715,0.0001082832,0.0002148378,0.000112903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003200728,0.0005499126,0.00485719,0.00125019,0.0004654274,0.0003592558,0.00789664,0.01395438,0.4914873,0.0004872479,0.02423885,0.4541336],"study_design_scores_gemma":[0.004327348,0.001651507,0.020392,0.001232833,0.00004772796,0.0001383546,0.002630283,0.8704625,0.04763462,0.005717899,0.04498727,0.0007775935],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937111,0.0005516577,0.004991044,0.0001274978,0.000137281,0.0001003796,0.00001502781,0.00002950082,0.0003365571],"genre_scores_gemma":[0.9746543,0.001355466,0.02368838,0.000004744356,0.00005922038,0.000004778579,0.000002686684,0.0000158913,0.0002145176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8565082,"threshold_uncertainty_score":0.2618823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.210710370825648,"score_gpt":0.3879755849195956,"score_spread":0.1772652140939475,"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."}}