{"id":"W4398202701","doi":"10.3390/pharmacy12030081","title":"Treatment of Heartburn: A Survey of Ontario and Québec Community Pharmacists","year":2024,"lang":"en","type":"article","venue":"Pharmacy","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Waterloo","funders":"University of Waterloo","keywords":"Antacid; Pharmacist; Medical prescription; Medicine; Heartburn; Proton-pump inhibitor; Family medicine; Pharmacy; Internal medicine; Nursing; Reflux","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001249034,0.0001238952,0.0003030638,0.00006876377,0.00003523742,0.000006550126,0.00003287475,0.00001337233,0.0004441417],"category_scores_gemma":[0.000016782,0.00009043568,0.00006341917,0.0001109601,0.00007164864,0.00004867816,0.00002176937,0.0001143411,0.00001539134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002612003,"about_ca_system_score_gemma":0.0006822349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4500216,"about_ca_topic_score_gemma":0.04012861,"domain_scores_codex":[0.999337,0.0001002989,0.0002063353,0.0001100943,0.000123548,0.0001227711],"domain_scores_gemma":[0.9994727,0.0001441505,0.00003472071,0.0001613227,0.00006856088,0.0001185475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003964994,0.001071209,0.9372445,0.0001919065,0.0005303447,0.0003041745,0.003456562,3.79356e-7,0.001977903,0.000003805795,0.0001339262,0.05468873],"study_design_scores_gemma":[0.006015816,0.001541668,0.9442777,0.0000524523,0.0005018156,0.0002445429,0.000009431956,0.000121322,0.03823579,0.00001671221,0.00892781,0.00005492786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956644,0.002640149,0.000003096283,0.00008700388,0.00007952408,0.0002300815,0.00006801778,0.00002539764,0.00120238],"genre_scores_gemma":[0.9977888,0.0003663265,0.00008038144,0.00002769241,0.00001531148,0.00001127925,0.00006159846,0.00001299086,0.001635567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.409893,"threshold_uncertainty_score":0.9773865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1185311593607063,"score_gpt":0.3986428949909116,"score_spread":0.2801117356302053,"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."}}