{"id":"W7084036553","doi":"10.64628/ab.tthtyrg7t","title":"Why gait quality matters as you age","year":2025,"lang":"en","type":"article","venue":"","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"","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":[0.002149306,0.0003453162,0.000725015,0.001173581,0.001478799,0.003696365,0.0007304637,0.004135258,0.01778285],"category_scores_gemma":[0.0248506,0.0002815921,0.0006346796,0.001059249,0.002571515,0.003696133,0.001608077,0.004266336,0.005865825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001389142,"about_ca_system_score_gemma":0.002103552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01490744,"about_ca_topic_score_gemma":0.01945094,"domain_scores_codex":[0.997832,0.0004019131,0.0002337467,0.0002533316,0.0006985924,0.0005803759],"domain_scores_gemma":[0.9883578,0.001586873,0.001738967,0.0003282592,0.004988774,0.002999321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003169211,0.0003815022,0.2290647,0.0005621706,0.0003639587,0.00153535,0.004191803,0.0002222207,0.0007563195,0.01283073,0.4896132,0.2601611],"study_design_scores_gemma":[0.0002522208,0.0006153233,0.4168649,0.003745874,0.000467158,0.007885682,0.02835103,0.0006196628,0.0008631893,0.08531709,0.4546681,0.0003497394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1161156,0.04860665,0.001638261,0.7697223,0.01319575,0.00003941778,0.00151864,0.0002556515,0.04890778],"genre_scores_gemma":[0.7363726,0.03764969,0.002552457,0.1888016,0.006356878,0.00007037258,0.001102101,0.0002954504,0.02679894],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01778285,"threshold_uncertainty_score":0.05948949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02107310369549866,"score_gpt":0.346759561806732,"score_spread":0.3256864581112334,"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."}}