{"id":"W3202193607","doi":"10.1080/00140139.2021.1979660","title":"Monitoring calf circumference: changes during prolonged constrained sitting","year":2021,"lang":"en","type":"article","venue":"Ergonomics","topic":"Physical Activity and Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Sitting; Medicine; Confounding; Circumference; Population; Physical therapy; Calf muscle; Electromyography; Physical medicine and rehabilitation; Hoof; Surgery; Internal medicine; Anatomy; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008077204,0.00009999396,0.0002753301,0.00003185582,0.0001299947,0.00002023972,0.00004140801,0.00007236492,0.00003990466],"category_scores_gemma":[0.0001030467,0.000105419,0.00004937772,0.00009841245,0.00003932075,0.00006149011,0.00004857512,0.000288154,0.00002868341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000134069,"about_ca_system_score_gemma":0.0002380221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001347652,"about_ca_topic_score_gemma":0.00001564795,"domain_scores_codex":[0.9992672,0.00002449729,0.0001179861,0.0002295777,0.00008423058,0.0002764691],"domain_scores_gemma":[0.9994959,0.00006817649,0.00005637824,0.0001766353,0.00004889053,0.0001539734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005996444,0.0009037296,0.1044521,0.001055638,0.0002154736,0.0003947336,0.003538193,0.00003781882,0.8380112,0.001312281,0.00005355242,0.04942561],"study_design_scores_gemma":[0.002068767,0.0002215384,0.4256761,0.0004482614,0.00007507465,0.0001575287,0.001168951,0.0004892547,0.5683419,0.0002604915,0.0007962533,0.000295887],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958883,0.0001222171,0.00003853038,0.001596446,0.0002415943,0.0001243164,0.000005316192,0.00006397772,0.001919318],"genre_scores_gemma":[0.9975376,0.0001157089,0.0007618095,0.0001185785,0.0009910109,0.00001268056,0.000006411045,0.00001519559,0.0004410571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.321224,"threshold_uncertainty_score":0.4298862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04815283423483195,"score_gpt":0.3042541183712966,"score_spread":0.2561012841364646,"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."}}