{"id":"W4320914250","doi":"10.2196/41347","title":"Implementation Challenges for Danish Hospitals in Digital Transformation","year":2023,"lang":"en","type":"article","venue":"Iproceedings","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telemedicine; Psychological intervention; Medicine; Presentation (obstetrics); Quality (philosophy); Health care; Randomized controlled trial; Medical education; Nursing; Medical emergency","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":[],"consensus_categories":[],"category_scores_codex":[0.0003061126,0.00009789346,0.0001688137,0.0002782736,0.00005640464,0.00002513476,0.00003801487,0.00004606082,0.00002927793],"category_scores_gemma":[0.00006121226,0.00009413998,0.00004257485,0.0003363579,0.00001261951,0.0005209127,0.000007759572,0.0000622197,0.00002802818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006005189,"about_ca_system_score_gemma":0.00003932979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002180516,"about_ca_topic_score_gemma":0.0000216456,"domain_scores_codex":[0.9989426,0.000001629632,0.0003691798,0.0001792729,0.000207385,0.0002999061],"domain_scores_gemma":[0.9996516,0.00003999069,0.0000747575,0.00004853111,0.0001083877,0.00007671624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001732349,0.00006290001,0.1184029,0.001219671,0.00003120523,0.000005687546,0.01510149,5.230581e-7,0.001979418,0.006053517,0.007487329,0.8494821],"study_design_scores_gemma":[0.0095209,0.001874712,0.8790986,0.0001566033,0.00005984096,0.00002812481,0.05457518,0.0004032025,0.00625467,0.00626354,0.04149925,0.0002653624],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878516,0.00006071445,0.0001764046,0.008452563,0.00009620539,0.001236782,0.00002828573,0.000184668,0.001912752],"genre_scores_gemma":[0.9981765,0.000297784,0.0001656293,0.0003793226,0.0001777944,0.0002889662,0.0004384718,0.00002048493,0.00005506289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8492167,"threshold_uncertainty_score":0.3838917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05055847523593988,"score_gpt":0.3786232685468352,"score_spread":0.3280647933108953,"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."}}