{"id":"W3163637613","doi":"","title":"Gait Analysis for the elderly and popular designs of smart canes available in the market: A narrative review","year":2021,"lang":"en","type":"review","venue":"","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Narrative; Narrative review; Gait; Computer science; Market research; Human–computer interaction; Artificial intelligence; Marketing; Business; Physical medicine and rehabilitation; Psychology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005594894,0.0002473887,0.001978933,0.0001460744,0.0005886003,0.000005895341,0.0007882558,0.0003667688,0.002348323],"category_scores_gemma":[0.001565659,0.0001156083,0.0004719863,0.00132136,0.0002304479,0.00002528641,0.000223696,0.000927014,0.00001105612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009498776,"about_ca_system_score_gemma":0.0006234249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005539389,"about_ca_topic_score_gemma":0.007001468,"domain_scores_codex":[0.9935419,0.004612499,0.00111841,0.0003428798,0.0001373649,0.0002469302],"domain_scores_gemma":[0.9904696,0.006773577,0.0007412556,0.001702312,0.0002851467,0.00002805362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001547033,0.0001792776,0.002081487,0.08853558,0.002732502,0.000002314224,0.001369551,6.27974e-8,6.898289e-8,0.00471249,0.4313593,0.4690119],"study_design_scores_gemma":[0.00008635002,0.00004593367,0.0000940243,0.01371725,0.003856862,0.00000157056,0.002978774,0.000006551162,2.355904e-8,0.00005583927,0.9790475,0.0001092706],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[8.820889e-7,0.9873317,0.0006160747,0.002686871,0.00003950431,0.004776892,0.00006004379,0.00002092852,0.004467033],"genre_scores_gemma":[0.000009818045,0.9843624,0.0006502608,0.0009617332,0.00001077122,0.004447728,0.00008290901,0.00001343608,0.009460927],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5476882,"threshold_uncertainty_score":0.9985636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2572660685547786,"score_gpt":0.4956405897349307,"score_spread":0.2383745211801521,"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."}}