{"id":"W3139447619","doi":"10.2196/25473","title":"Antibiotic Prescription Rates After eVisits Versus Office Visits in Primary Care: Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lunds Universitet; Västra Götalandsregionen","keywords":"Sore throat; Medicine; Dysuria; Medical prescription; Guideline; Pharmacy; Internal medicine; Emergency medicine; Family medicine; Surgery; Nursing","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":[0.001663755,0.0003251335,0.001116285,0.001803668,0.0006143033,0.001167632,0.0006203602,0.001076437,0.001682525],"category_scores_gemma":[0.007582679,0.0006665076,0.001148549,0.002873225,0.0005786438,0.0008333828,0.0008411017,0.001107713,0.0003437803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007968544,"about_ca_system_score_gemma":0.0005994324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007181123,"about_ca_topic_score_gemma":0.006528454,"domain_scores_codex":[0.9962871,0.001234871,0.0005792585,0.0008080656,0.000722923,0.0003678194],"domain_scores_gemma":[0.9888494,0.003307191,0.005490773,0.0005499111,0.0006296544,0.001173157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00020654,0.0001048972,0.9986499,0.00004538444,0.00009349345,0.00006922711,0.0002455403,0.00001072195,0.00004849405,0.00000385873,0.0000698882,0.0004519917],"study_design_scores_gemma":[0.00002178749,0.0003729871,0.9987687,0.0000169207,0.000050288,0.000199598,0.0004119243,0.00005523831,0.00002347243,0.000006316295,0.00006787388,0.000004704636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990528,0.000264728,0.00002846748,0.00001510228,0.000003967358,0.00001826404,0.0004239964,0.000001912304,0.0001907881],"genre_scores_gemma":[0.9991649,0.000165429,0.00004852758,0.00003351989,0.0000133795,0.00003485963,0.0004713892,0.000002113578,0.00006583914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007181123,"threshold_uncertainty_score":0.01427865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02620654764458401,"score_gpt":0.2935243599437209,"score_spread":0.2673178122991369,"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."}}