{"id":"W3099608078","doi":"10.1016/j.jbmt.2020.11.014","title":"Optimization of backpack loads using gait parameters in school boys","year":2020,"lang":"en","type":"article","venue":"Journal of Bodywork and Movement Therapies","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"CANDU Owners Group","keywords":"Backpack; Gait; Physical medicine and rehabilitation; Psychology; Physical therapy; Medicine; Engineering; Structural engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004806927,0.00007988882,0.0002361412,0.00009544007,0.0001146217,0.000005749898,0.00006532506,0.00006524235,0.0001975747],"category_scores_gemma":[0.00006355431,0.00006307402,0.00003812496,0.0001604134,0.00002611712,0.0001959903,0.00002113768,0.0002905087,0.000002421049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005436016,"about_ca_system_score_gemma":0.0002412785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003708735,"about_ca_topic_score_gemma":0.000007754726,"domain_scores_codex":[0.9987292,0.0001321762,0.0006904879,0.00006990176,0.0002036841,0.0001745635],"domain_scores_gemma":[0.99901,0.0001206957,0.0005374527,0.00005183798,0.0001357619,0.0001442284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001808859,0.0001067823,0.8924392,0.0006698094,0.00008696033,0.000004633731,0.010485,0.08799285,0.001587686,0.0003537037,0.001768358,0.002696153],"study_design_scores_gemma":[0.01638194,0.003762062,0.8012091,0.005281716,0.0001349994,0.000006431638,0.0283238,0.1241883,0.001457358,0.00382075,0.01464477,0.0007887961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908251,0.001942061,0.003943943,0.002675155,0.0002131667,0.0002252384,0.000004717385,0.000003823162,0.0001667989],"genre_scores_gemma":[0.9785398,0.002489846,0.01315095,0.005544241,0.0002269063,0.000002931618,0.000002101451,0.000009441394,0.00003383105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09123009,"threshold_uncertainty_score":0.2572084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07965875696842813,"score_gpt":0.3885290836809672,"score_spread":0.3088703267125391,"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."}}