{"id":"W4401004856","doi":"10.1016/j.clinbiomech.2024.106317","title":"The clinical utility of the prone hip extension test in the diagnosis of motor control impairments associated with low back pain: A cross-sectional study using motion capture and electromyography","year":2024,"lang":"en","type":"article","venue":"Clinical Biomechanics","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Saskatchewan Health Research Foundation","keywords":"Physical medicine and rehabilitation; Electromyography; Medicine; Cross-sectional study; Test (biology); Motor control; Motion (physics); Range of motion; Physical therapy; Computer science; Artificial intelligence; Pathology","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":[0.01356742,0.0001561823,0.0004174959,0.00006987218,0.0001270854,0.00003569908,0.0001485372,0.0002694288,0.000008981198],"category_scores_gemma":[0.006946878,0.00006671424,0.0003538573,0.0007591809,0.0005207368,0.00004901219,0.00004508389,0.0006171488,5.865386e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003908106,"about_ca_system_score_gemma":0.0001310149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004322797,"about_ca_topic_score_gemma":0.00005459596,"domain_scores_codex":[0.9957446,0.001929455,0.001198594,0.0004076848,0.0005161953,0.0002034949],"domain_scores_gemma":[0.9903754,0.008540691,0.0003183686,0.0004106352,0.0002891666,0.00006573355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004388912,0.003195972,0.9902353,0.0002652954,0.0001880739,0.000002553246,0.0001256996,7.281378e-7,0.001219096,0.00001544678,0.00004377622,0.004269207],"study_design_scores_gemma":[0.00241194,0.003949224,0.966628,0.0003989591,0.0001222166,0.0000027107,0.0002949598,0.02564608,0.00002594086,0.0004397319,0.00001160909,0.00006859643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955642,0.0003098285,0.000298306,0.0007297064,0.0003084322,0.002732198,0.00003619935,0.00001674817,0.000004418376],"genre_scores_gemma":[0.9995,0.00007001495,0.00004641845,0.0002125812,0.0000770765,0.00005885461,0.000009935568,0.00001431044,0.00001082445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02564535,"threshold_uncertainty_score":0.8316563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03966499235136493,"score_gpt":0.3659870516761327,"score_spread":0.3263220593247678,"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."}}