{"id":"W2799277348","doi":"10.1016/j.clinbiomech.2018.04.015","title":"Digital tracking algorithm reveals the influence of structural irregularities on joint movements in the human cervical spine","year":2018,"lang":"en","type":"article","venue":"Clinical Biomechanics","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sagittal plane; Kinematics; Anatomy; Cervical spine; Angular displacement; Displacement (psychology); Range of motion; Joint (building); Medicine; Orthodontics; Intervertebral disc; Cervical vertebrae; Biomechanics; Materials science; Physics; Surgery; Mathematics; Geometry; Structural engineering","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":[0.001321034,0.0001828385,0.000455769,0.00007215039,0.0001244605,0.00004901753,0.0003824893,0.0001816368,0.000109744],"category_scores_gemma":[0.000622757,0.0000938935,0.0002056884,0.0004060168,0.0004173898,0.00006766881,0.0001777992,0.0005051001,0.00004178053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002944927,"about_ca_system_score_gemma":0.00003540737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001467286,"about_ca_topic_score_gemma":0.00000682945,"domain_scores_codex":[0.9976782,0.0001474772,0.001009052,0.0003368073,0.0005302043,0.0002982248],"domain_scores_gemma":[0.9986409,0.0002627868,0.0002121803,0.0005997778,0.0001781521,0.0001061794],"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":[0.0002222336,0.0008991082,0.009150369,0.0001997479,0.0001202186,0.0000876719,0.0009519837,0.000001375813,0.0103316,0.01183133,0.00009734181,0.966107],"study_design_scores_gemma":[0.002802072,0.004602978,0.9016409,0.000754186,0.00008866958,0.00007398058,0.00105818,0.002862412,0.005592229,0.07708424,0.003039779,0.0004003766],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996763,0.00004134182,0.0001295023,0.001727313,0.0002270541,0.0004237528,0.00003766429,0.00002060558,0.0006297659],"genre_scores_gemma":[0.9953858,0.00001584206,0.000258083,0.003605471,0.0005096984,0.000009494163,0.00002468717,0.0000149253,0.0001760257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9657066,"threshold_uncertainty_score":0.3828866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06088889631189302,"score_gpt":0.3704231114898283,"score_spread":0.3095342151779353,"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."}}