{"id":"W4392195181","doi":"10.15593/rjbiomech/2016.3.01","title":"On the nature of intra-abdominal pressure","year":2016,"lang":"en","type":"article","venue":"Russian journal of biomechanics","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Waterloo; McGill University","keywords":"Medicine","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":[0.0004323377,0.00009186217,0.0002470988,0.0001262364,0.00005160434,0.000005537628,0.00018798,0.0001182177,0.0003448162],"category_scores_gemma":[0.00020103,0.00003921503,0.0001929557,0.0002067458,0.00005502328,0.00005086609,0.00001913096,0.0002983966,0.00001526357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000210842,"about_ca_system_score_gemma":0.0001091248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.345777e-7,"about_ca_topic_score_gemma":1.239675e-7,"domain_scores_codex":[0.9990966,0.0000563498,0.0003535371,0.00008095534,0.0002878663,0.0001246496],"domain_scores_gemma":[0.9988569,0.0002681106,0.0003880852,0.0002621131,0.0001181984,0.0001065996],"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":[0.001702277,0.000377741,0.00006103491,0.00005720401,0.0004230764,0.00007089104,0.0001236851,5.465863e-7,0.5066913,0.3713287,0.009408588,0.109755],"study_design_scores_gemma":[0.001512687,0.00259725,0.001248954,0.001943228,0.0006791632,0.002107619,0.0002158395,0.000229543,0.8362071,0.08289152,0.0701263,0.000240809],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7898564,0.003980116,0.02997708,0.1671941,0.001485569,0.0006215204,0.00009269664,0.00003110815,0.006761412],"genre_scores_gemma":[0.9983894,0.00009332248,0.0004620184,0.0005019729,0.0001761294,0.000001652724,3.893667e-7,0.000009824271,0.0003653227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3295158,"threshold_uncertainty_score":0.3775496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135113517444241,"score_gpt":0.2540200145767577,"score_spread":0.2426688794023152,"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."}}