{"id":"W3085069054","doi":"10.1016/j.gaitpost.2020.07.051","title":"Week-long protocol to monitor physical activity intensity and impact loading in children","year":2020,"lang":"en","type":"article","venue":"Gait & Posture","topic":"Lower Extremity Biomechanics and Pathologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Ankle; Linear regression; Polynomial regression; Quadratic equation; Nonlinear system; Metric (unit); Mathematics; Regression; Linear model; Statistics; Gait; Moment (physics); Regression analysis; Physical medicine and rehabilitation; Medicine; Engineering; Geometry; Operations management; Surgery; Physics","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":[0.001950239,0.001928249,0.002397179,0.001101208,0.001598955,0.0004835037,0.001435642,0.001667503,0.006348461],"category_scores_gemma":[0.002505214,0.0008252729,0.001036454,0.0006462917,0.0007241529,0.000483883,0.001495731,0.001723194,0.002647581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198657,"about_ca_system_score_gemma":0.002808819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006264916,"about_ca_topic_score_gemma":0.01152795,"domain_scores_codex":[0.9983287,0.0003708102,0.0002917267,0.0004022814,0.0002561008,0.0003503978],"domain_scores_gemma":[0.9975678,0.0002396311,0.0003372417,0.0003766228,0.0007089986,0.0007696438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.174691,0.3170659,0.145013,0.003362618,0.0009598205,0.001318836,0.003009829,0.007420464,0.05775461,0.0009231582,0.02297886,0.2655019],"study_design_scores_gemma":[0.0267687,0.3472881,0.5642701,0.0006694551,0.0008273139,0.0004522096,0.001409024,0.003832113,0.02124629,0.0005284127,0.03240929,0.0002989968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.8882764,0.0005453357,0.00920186,0.0003736335,0.0003257031,0.08865666,0.00532639,0.0005339568,0.006760044],"genre_scores_gemma":[0.4843398,0.0007697925,0.02974116,0.0006218366,0.0002093682,0.4607606,0.008431195,0.000112178,0.01501417],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.006348461,"threshold_uncertainty_score":0.02123773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446524472109213,"score_gpt":0.261434766659564,"score_spread":0.2469695219384719,"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."}}