{"id":"W2189244622","doi":"10.1016/j.apergo.2015.12.002","title":"Sex-based differences in lifting technique under increasing load conditions: A principal component analysis","year":2016,"lang":"en","type":"article","venue":"Applied Ergonomics","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ankle; Kinematics; Isometric exercise; Mathematics; Repeated measures design; Physical medicine and rehabilitation; Principal component analysis; Orthodontics; Lumbar; Hip flexion; Knee Joint; Physical therapy; Trunk; Biomechanics; Medicine; Statistics; Range of motion; Anatomy; Surgery","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":[0.00065231,0.0003810639,0.0004961781,0.0006471604,0.0003710874,0.0005345321,0.0002464872,0.0002146031,0.003163611],"category_scores_gemma":[0.002489048,0.0001776935,0.0006271112,0.00084827,0.0002591022,0.0002502264,0.0003552398,0.000334636,0.0003001604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001478094,"about_ca_system_score_gemma":0.0004729398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003149441,"about_ca_topic_score_gemma":0.003719233,"domain_scores_codex":[0.9995726,0.00008721868,0.0000421655,0.0000916349,0.0001323812,0.00007398878],"domain_scores_gemma":[0.9990232,0.0004637416,0.0001142596,0.0001100738,0.0001932802,0.00009547173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004392266,0.0007851933,0.9033381,0.00007845469,0.0004821808,0.0001901829,0.002430333,0.0004994616,0.02557381,0.0001303745,0.0003548671,0.06174471],"study_design_scores_gemma":[0.000009852703,0.0003078172,0.9983808,0.000002553681,0.00004286584,0.00003487216,0.0003038027,0.0005024093,0.0002791682,0.00002390571,0.0001062317,0.000005584096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990084,0.00004020867,0.0004895353,0.00001168845,0.00001151485,0.00002700734,0.0001344343,0.00000711232,0.0002702719],"genre_scores_gemma":[0.9987094,0.00004195564,0.0005221392,0.000006142307,0.000007413115,0.00003792639,0.0001927737,0.000008344858,0.0004738879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003163611,"threshold_uncertainty_score":0.01058334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01533913203407654,"score_gpt":0.2657976448812961,"score_spread":0.2504585128472196,"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."}}