{"id":"W2793877799","doi":"10.1177/2055668318765396","title":"Quantifying performance metrics of cervical spine mobilization for improved education and clinical outcomes: Early experience with a novel wearable device","year":2018,"lang":"en","type":"article","venue":"Journal of Rehabilitation and Assistive Technologies Engineering","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Western University","funders":"","keywords":"Physical medicine and rehabilitation; Wearable computer; Rehabilitation; Medicine; Physical therapy; Computer science; Spinal manipulation; Wearable technology; Human–computer interaction; Low back pain; Alternative 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003217226,0.0006275623,0.0003922592,0.0007430944,0.0001391715,0.0005767852,0.0006476528,0.0006035595,0.001494299],"category_scores_gemma":[0.004629459,0.0001578796,0.0002777877,0.0003670239,0.0004310168,0.0004657271,0.0005558642,0.0002592672,0.000272841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002704985,"about_ca_system_score_gemma":0.0003401008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005662647,"about_ca_topic_score_gemma":0.0008799076,"domain_scores_codex":[0.9987379,0.0004545049,0.0001113631,0.0002027678,0.0004312607,0.00006231823],"domain_scores_gemma":[0.9978271,0.001099383,0.0002564676,0.0001547013,0.0005393116,0.0001229901],"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":[0.002156128,0.001716404,0.1123197,0.001150482,0.000197341,0.0005464031,0.003073187,0.003623536,0.2865242,0.0004347051,0.001399753,0.5868582],"study_design_scores_gemma":[0.0003366821,0.03634281,0.6623054,0.0007959743,0.0006190552,0.005087441,0.00245035,0.03753401,0.2378806,0.0009766005,0.01536742,0.0003035876],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9328647,0.002330994,0.0610753,0.0002641517,0.00008087649,0.0003690947,0.0001883719,0.0002610087,0.002565644],"genre_scores_gemma":[0.9483769,0.0009628113,0.0488557,0.00009792955,0.00005265158,0.0001875243,0.0001251255,0.00003922926,0.001302179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003217226,"threshold_uncertainty_score":0.0170145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02622601686836978,"score_gpt":0.3382646309952493,"score_spread":0.3120386141268795,"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."}}