{"id":"W2765703533","doi":"10.14740/gr906w","title":"Risk Factors for Gastroesophageal Reflux Disease in Saudi Arabia","year":2017,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reflux; Medicine; Disease; Gastroenterology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004158185,0.0002399391,0.0002019628,0.0005557439,0.0003680036,0.000480987,0.0001785225,0.0002604709,0.003139565],"category_scores_gemma":[0.001011578,0.00009257037,0.0002509728,0.0006180833,0.0001267971,0.0002396981,0.0003726871,0.0002931327,0.000274287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003329075,"about_ca_system_score_gemma":0.0005648235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01112371,"about_ca_topic_score_gemma":0.008007383,"domain_scores_codex":[0.9997292,0.00005960916,0.00004984542,0.00003355847,0.00008204605,0.00004574086],"domain_scores_gemma":[0.9993699,0.00005892454,0.0003043297,0.00001905919,0.0001456949,0.00010198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005148171,0.00005696137,0.9932508,0.00008104573,0.00003043774,0.0001376398,0.0002265014,0.00002231869,0.0002144241,0.00005144436,0.0003526906,0.005524209],"study_design_scores_gemma":[0.00001019714,0.0001091145,0.9964019,0.00009139381,0.00004073573,0.0007455366,0.0007812214,0.0001517518,0.00007503653,0.0000374445,0.001550685,0.00000494536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994779,0.002638199,0.00007898732,0.0004409438,0.00003528982,0.00002812471,0.0004809062,0.000003713629,0.001514813],"genre_scores_gemma":[0.9979552,0.001066083,0.0001731397,0.0001186245,0.00002453588,0.0000147067,0.0003161511,7.615093e-7,0.0003308395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01112371,"threshold_uncertainty_score":0.02211791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07593227979263614,"score_gpt":0.4039673855243764,"score_spread":0.3280351057317403,"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."}}