{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006045284,0.0001204839,0.0001831246,0.0003940807,0.0002286416,0.000309162,0.0001642727,0.0002699922,0.001369086],"category_scores_gemma":[0.002870143,0.0002008494,0.0003086039,0.0004591733,0.0001661161,0.0002468828,0.0003003216,0.0004931737,0.0001160856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002625097,"about_ca_system_score_gemma":0.000303818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006624769,"about_ca_topic_score_gemma":0.007400348,"domain_scores_codex":[0.999673,0.0001175383,0.00004311385,0.00004661634,0.00005852919,0.00006114211],"domain_scores_gemma":[0.9990857,0.0002613943,0.0004077841,0.00003330239,0.00006558739,0.000146241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003260356,0.00002074564,0.998825,0.000008021814,0.00001626945,0.00004648605,0.00004863298,0.00001251474,0.00003617169,0.0000100467,0.00005283463,0.0008907133],"study_design_scores_gemma":[0.000002011327,0.00004985596,0.9994515,0.00001559685,0.00001560527,0.0001320618,0.0001425193,0.00008522662,0.00001812407,0.00001164151,0.0000743296,0.000001614913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980647,0.0008992622,0.00003080011,0.0002228718,0.000007386727,0.000005779966,0.0002322387,0.000001492632,0.0005354273],"genre_scores_gemma":[0.9993274,0.0003654188,0.00004318493,0.00003360236,0.000005973123,0.000005303574,0.0001302325,4.997701e-7,0.00008833459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006624769,"threshold_uncertainty_score":0.01317239,"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."}}