{"id":"W2996161839","doi":"10.3389/fbioe.2019.00428","title":"Numerical Investigation of Intra-abdominal Pressure Effects on Spinal Loads and Load-Sharing in Forward Flexion","year":2019,"lang":"en","type":"article","venue":"Frontiers in Bioengineering and Biotechnology","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Chinese Government Scholarship; China Scholarship Council; Khalifa University of Science, Technology and Research","keywords":"Load sharing; Medicine; Physical medicine and rehabilitation; Computer science; Structural engineering; Engineering; Computer network","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":[0.0001212666,0.0001326949,0.0003814916,0.0004391961,0.000007418987,0.000003782153,0.00006322319,0.0003429437,0.000002731522],"category_scores_gemma":[0.00007896336,0.0001170983,0.00002710034,0.0002268276,0.00009286142,0.00004412608,0.00004738619,0.0003333384,0.000001577976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004474545,"about_ca_system_score_gemma":0.00001498369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003758924,"about_ca_topic_score_gemma":0.00000172008,"domain_scores_codex":[0.9992199,0.00001293038,0.0002123772,0.0002834792,0.00007305805,0.0001982785],"domain_scores_gemma":[0.9997459,0.000005636473,0.00004155298,0.0001522326,0.00001221071,0.00004248148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008366958,0.00008933995,0.5850735,0.002160432,0.00009489483,0.00009675614,0.0002732551,0.0001976973,0.3428881,0.001812235,0.0003448407,0.06613222],"study_design_scores_gemma":[0.003711943,0.005483929,0.5190097,0.001644776,0.00005916794,0.0001601741,0.0001594401,0.06944413,0.3989393,0.0007925942,0.0002948189,0.000299962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934277,0.001834907,0.003139044,0.0009956458,0.0002699382,0.0002427506,0.000001079346,0.00004285941,0.00004607628],"genre_scores_gemma":[0.9943598,0.0001538886,0.005319322,0.00009267282,0.00002121654,0.00001000169,0.00000328494,0.00001056546,0.0000292374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06924643,"threshold_uncertainty_score":0.4775131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005923523649158154,"score_gpt":0.2270671945446681,"score_spread":0.22114367089551,"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."}}