{"id":"W4384560754","doi":"10.21203/rs.3.rs-3097101/v1","title":"Wearable technology mediated biofeedback to modulate spine motor control: a systematic review","year":2023,"lang":"en","type":"review","venue":"Research Square","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wearable computer; Biofeedback; Physical medicine and rehabilitation; Proprioception; Wearable technology; Systematic review; Population; Medicine; Computer science; MEDLINE; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005254645,0.00155184,0.007575406,0.005996509,0.0006541459,0.002330843,0.001664252,0.002003737,0.005217948],"category_scores_gemma":[0.02081227,0.0007113222,0.008321061,0.006561168,0.0006711179,0.001772911,0.001234786,0.0009740494,0.0004037181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002421284,"about_ca_system_score_gemma":0.00845993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005283218,"about_ca_topic_score_gemma":0.0147332,"domain_scores_codex":[0.9957222,0.001279221,0.001567845,0.0003199831,0.0009701127,0.0001405338],"domain_scores_gemma":[0.9874024,0.008556744,0.002297125,0.0001876195,0.001433112,0.0001230209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002264605,0.00003371484,0.0003159112,0.9516191,0.007007292,0.00006994729,0.0001030196,0.0000746107,0.0001912617,0.0001120707,0.0006840175,0.0395625],"study_design_scores_gemma":[0.0004402804,0.0004931903,0.003212219,0.9030971,0.07911749,0.0003941705,0.0002211747,0.0001157007,0.000346308,0.0002313591,0.01228717,0.00004386266],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009952013,0.9977521,0.0001842482,0.0001308806,0.00008258301,0.0004085808,0.0001839824,0.000008327641,0.0002541604],"genre_scores_gemma":[0.01258818,0.9850968,0.0007535338,0.0003920026,0.00007538015,0.0008114377,0.000132693,0.000004319507,0.0001456449],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007575406,"threshold_uncertainty_score":0.02778953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07001451983670526,"score_gpt":0.4456082785056267,"score_spread":0.3755937586689214,"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."}}