{"id":"W4280595904","doi":"10.2196/preprints.39430","title":"Implementing a virtual emergency department: a qualitative study using the NPT theory (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emergency department; Virtual patient; Preprint; Health care; Psychology; Grounded theory; Straddle; Qualitative research; Medical education; Medicine; Nursing; Computer science; Sociology; World Wide Web; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02401133,0.0004875649,0.0008388382,0.001302187,0.01143208,0.00508809,0.002214718,0.002093482,0.003548878],"category_scores_gemma":[0.02714207,0.0008418699,0.0004499905,0.001819367,0.01169764,0.005627054,0.005159205,0.003721373,0.0004819916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007068794,"about_ca_system_score_gemma":0.007573398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00788555,"about_ca_topic_score_gemma":0.01061654,"domain_scores_codex":[0.9823462,0.01425441,0.0004042709,0.0008071105,0.0008369913,0.001351107],"domain_scores_gemma":[0.9622867,0.03145666,0.001690219,0.0006249565,0.002086239,0.001855194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002188117,0.00008144383,0.001144321,0.000148284,0.000001905006,0.0004873089,0.9930975,0.00004731641,0.0004860866,0.001481984,0.000436762,0.002565226],"study_design_scores_gemma":[0.00000560947,0.0000512031,0.0006463284,0.000197099,0.000001624339,0.0001280146,0.9941717,0.0001017031,0.0001840814,0.000248913,0.004256013,0.000007740035],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758373,0.0006165181,0.007989389,0.004815166,0.0001493496,0.001228437,0.0002106193,0.00002685362,0.009126353],"genre_scores_gemma":[0.9878191,0.0008594691,0.003990421,0.001589515,0.00002694948,0.001309101,0.00007195162,0.00003043072,0.00430305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02401133,"threshold_uncertainty_score":0.1269855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09291262623368983,"score_gpt":0.4681705952886882,"score_spread":0.3752579690549984,"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."}}