{"id":"W4241584045","doi":"10.3821/1913-701x-141.sp1.s21","title":"GERD intervention tool","year":2008,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"GERD; Medicine; Internal medicine; Disease; Reflux","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001615825,0.0002611463,0.0003484441,0.0003861018,0.004427716,0.00003343616,0.0004476281,0.0001301841,0.005970716],"category_scores_gemma":[0.0006404987,0.0002599045,0.0001365903,0.0004587939,0.0001445887,0.0005028711,0.00004189039,0.001803701,0.000262982],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004138374,"about_ca_system_score_gemma":0.009041445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0413801,"about_ca_topic_score_gemma":0.07603133,"domain_scores_codex":[0.9961101,0.0004644323,0.001258287,0.000239019,0.0005523162,0.001375888],"domain_scores_gemma":[0.9956467,0.0002123027,0.0004940669,0.0002123861,0.0007095682,0.002725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002161134,0.00005677205,0.01706235,0.001470677,0.0001356398,0.0478052,0.01237076,0.000268539,0.0002234951,0.0003376352,0.7675837,0.1524692],"study_design_scores_gemma":[0.004046347,0.00007239572,0.0004342326,0.0001453571,0.00006587352,0.3100702,0.00007300905,0.006204369,0.0001366595,0.0001394444,0.6779862,0.0006258712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978126,0.0003802257,0.000901765,0.0004520637,0.007570089,0.000599428,0.0002051122,0.00007047951,0.01169484],"genre_scores_gemma":[0.9797894,0.003229379,0.000183092,0.01032936,0.002062287,0.0000431117,0.0000548621,0.00003646973,0.004272089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2622651,"threshold_uncertainty_score":0.9999853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2643672107371628,"score_gpt":0.4180932953671593,"score_spread":0.1537260846299964,"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."}}