{"id":"W1991385024","doi":"10.2196/ijmr.2101","title":"Open Access Capture of Patients With Gastroesophageal Reflux Disease Using an Online Patient-Reported Outcomes Instrument","year":2012,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"GERD; Medicine; Reflux; Regurgitation (circulation); Disease; Heartburn; Internal medicine; Quality of life (healthcare); Gastroenterology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001494769,0.0002342751,0.0007187622,0.0005214007,0.00009538806,0.0001067793,0.0009550961,0.0001077711,0.0009216984],"category_scores_gemma":[0.003071871,0.0001337603,0.0001504938,0.0003768925,0.0002672045,0.001954443,0.0008473938,0.001350528,0.000003657177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004712382,"about_ca_system_score_gemma":0.001262291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001854766,"about_ca_topic_score_gemma":0.000009976675,"domain_scores_codex":[0.9928365,0.0005081649,0.0009264192,0.0002464963,0.004838301,0.0006441587],"domain_scores_gemma":[0.9942198,0.0003468304,0.0007214976,0.0003842403,0.002057371,0.002270292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004989049,0.009980706,0.9651175,0.0000535538,0.0007161226,0.002114039,0.0004515028,0.000004127108,0.00003335051,0.000006837141,0.0001295958,0.01640365],"study_design_scores_gemma":[0.006841461,0.002983118,0.9880517,0.0006623751,0.0002179872,0.0001326912,0.0003893562,0.00005630178,0.0004778202,0.0000286345,0.0001001845,0.00005836467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981552,0.00008859472,0.00009063057,0.0005962551,0.0002514606,0.0006367223,0.00006162423,0.00000459635,0.0001149102],"genre_scores_gemma":[0.9982842,0.00001495989,0.00114191,0.0002187099,0.0001735122,0.000008260136,0.00006842842,0.00003475951,0.00005529036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02293424,"threshold_uncertainty_score":0.9999916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1805679320402908,"score_gpt":0.5059555530151058,"score_spread":0.325387620974815,"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."}}