{"id":"W4220779371","doi":"10.2196/32619","title":"The Rapid Development of Virtual Care Tools in Response to COVID-19: Case Studies in Three Australian Health Services","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Melbourne","keywords":"Sociotechnical system; Process management; Scope (computer science); Health care; Business; Software deployment; Service (business); Knowledge management; Computer science; Marketing; Political science","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":[0.008173813,0.0001098849,0.0003112686,0.0007927101,0.0008164238,0.00001330672,0.0001766486,0.00002371244,0.0001056304],"category_scores_gemma":[0.0003813023,0.00007988607,0.00002411423,0.00139698,0.0001197349,0.0001279337,0.0003478654,0.0005632257,0.000007276022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002464267,"about_ca_system_score_gemma":0.002440944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009531493,"about_ca_topic_score_gemma":0.01031224,"domain_scores_codex":[0.9961342,0.001217015,0.0008097711,0.0001982332,0.001022487,0.0006182436],"domain_scores_gemma":[0.9977421,0.001339432,0.0001319047,0.00023582,0.0002455247,0.000305199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.005553046,0.0001704995,0.008658289,0.001869348,0.00004239907,0.0005732281,0.8386424,0.00003712393,0.0001272621,0.0001415093,0.004334144,0.1398508],"study_design_scores_gemma":[0.002951676,0.003948582,0.09747074,0.0001687522,0.000001666277,0.0001550775,0.8345438,0.00002016183,0.0001816668,0.00004157659,0.06044452,0.0000717655],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772747,0.0004643539,0.000011453,0.01947209,0.00006272379,0.002596874,0.00006271161,0.00001268274,0.00004246739],"genre_scores_gemma":[0.9968746,0.00005444051,0.0001794964,0.001234861,0.00002111395,0.001515654,0.00005189335,0.000009992952,0.00005798972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.139779,"threshold_uncertainty_score":0.6443973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2654535342387813,"score_gpt":0.5594591911659591,"score_spread":0.2940056569271778,"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."}}