{"id":"W6931365122","doi":"10.5281/zenodo.6576190","title":"PREVALENCE AND PREDICTORS OF GERD IN PREGNANT WOMEN AND ITS EFFECT ON QUALITY OF LIFE AND PREGNANCY OUTCOMES","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"GERD; Heartburn; Regurgitation (circulation); Pregnancy; Reflux; Disease; Quality of life (healthcare)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004047187,0.00008055084,0.0001539153,0.0001438668,0.0003086495,0.00003185389,0.0001285653,0.00002186025,0.0006148843],"category_scores_gemma":[0.0003780277,0.00007931078,0.00001390746,0.0001725375,0.0000478227,0.0001262521,0.0002575347,0.0001431198,0.000008743115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005939154,"about_ca_system_score_gemma":0.000001752455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006451622,"about_ca_topic_score_gemma":2.674345e-7,"domain_scores_codex":[0.9990391,0.0002604704,0.0002242451,0.000165279,0.0001806502,0.0001302219],"domain_scores_gemma":[0.9995866,0.00009212934,0.00005664387,0.0001313823,0.00005845519,0.00007477122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001262162,0.001930156,0.5992672,0.01932205,0.0009923923,0.00003128208,0.1272885,0.01852612,0.09524089,0.007648217,0.008410742,0.1200803],"study_design_scores_gemma":[0.00176363,0.00203314,0.9763204,0.0003881562,0.00001821446,0.00002020124,0.001123899,0.003566638,0.001622049,0.0001069295,0.0127106,0.0003261857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99731,0.0005949218,0.00002805061,0.00001951508,0.00005186068,0.000274945,0.0001233912,0.0001111971,0.001486059],"genre_scores_gemma":[0.9991814,0.0004452742,0.000008277225,0.000003801683,0.00000419821,2.095111e-7,0.00001595079,0.0001568246,0.0001840011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3770531,"threshold_uncertainty_score":0.6732552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02428118610500223,"score_gpt":0.2489051743498286,"score_spread":0.2246239882448264,"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."}}