{"id":"W4285490695","doi":"10.2196/41052","title":"Correction: Automated Intraoperative Short Messaging Service Updates: Quality Improvement Initiative to Relieve Caregivers’ Worries","year":2022,"lang":"en","type":"erratum","venue":"JMIR Perioperative Medicine","topic":"Global Healthcare and Medical Tourism","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université du Québec en Outaouais; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Service (business); Service quality; Computer science; Quality (philosophy); Text messaging; World Wide Web; Business; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002399982,0.00140569,0.002851688,0.0005811441,0.003900366,0.0000441848,0.0009429642,0.001260013,0.01850587],"category_scores_gemma":[0.001935299,0.001107936,0.0002048481,0.002214883,0.0005120846,0.0003405566,0.001166095,0.009036868,0.0004102192],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004702729,"about_ca_system_score_gemma":0.005749532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01050923,"about_ca_topic_score_gemma":0.01021658,"domain_scores_codex":[0.9873348,0.003804527,0.002658737,0.00197708,0.002347311,0.001877531],"domain_scores_gemma":[0.992618,0.000912249,0.0007786475,0.001193163,0.003045684,0.001452219],"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":[0.0002933457,0.0001489717,0.0001351016,0.0009012329,0.0002877175,0.0001564025,0.1445365,0.00001013896,0.00008778652,0.0003673878,0.85123,0.001845518],"study_design_scores_gemma":[0.001529594,0.001984581,0.002224591,0.003255367,0.0001267155,0.000007590625,0.2223318,0.0003111523,0.00001649943,0.00001393497,0.7673605,0.0008376493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004339345,0.002673853,0.0002137851,0.1440098,0.1925607,0.01467621,0.001623359,0.002436904,0.637466],"genre_scores_gemma":[0.02197927,0.001939128,0.0001957029,0.1454871,0.01523797,0.01432107,0.01139905,0.0003896895,0.789051],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1773227,"threshold_uncertainty_score":0.9998869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08955911797222567,"score_gpt":0.4741895310774379,"score_spread":0.3846304131052122,"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."}}