{"id":"W4390594307","doi":"10.2196/preprints.48194","title":"Implementing a Patient Portal for the Remote Follow-Up of Self-Isolating Patients With COVID-19 Infection Through Patient and Stakeholder Engagement (the Opal-COVID Study): Mixed Methods Pilot Study (Preprint)","year":2023,"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":"Usability; Operationalization; Stakeholder; Health care; Fidelity; Patient satisfaction; Medicine; Psychological intervention; Patient portal; Preprint; Psychology; Nursing; Computer 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":[0.02316826,0.001000585,0.0007688404,0.0006565809,0.002145988,0.001950463,0.001965072,0.001583595,0.004570209],"category_scores_gemma":[0.01768667,0.0007878019,0.001574568,0.0005887224,0.001633749,0.001660432,0.002971638,0.00132909,0.0005716425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00345686,"about_ca_system_score_gemma":0.01532512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0167124,"about_ca_topic_score_gemma":0.02611337,"domain_scores_codex":[0.986742,0.009690796,0.0007202966,0.000631783,0.0007341627,0.001481171],"domain_scores_gemma":[0.9880497,0.005995179,0.001316898,0.001192183,0.001476815,0.001969268],"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":[0.02885402,0.2855815,0.1122493,0.009385793,0.00121763,0.00129574,0.07214962,0.001810294,0.008609179,0.001888303,0.009435461,0.4675232],"study_design_scores_gemma":[0.06026407,0.5636279,0.2590418,0.002874735,0.001603161,0.0004280196,0.06762209,0.004016384,0.01128774,0.001386803,0.02727729,0.0005700302],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650993,0.0001477777,0.002682669,0.0005136043,0.00007865229,0.0292594,0.0006862999,0.00007604218,0.00145624],"genre_scores_gemma":[0.8819391,0.0003951961,0.02738231,0.001550316,0.0001228378,0.08592737,0.0006685521,0.00004019001,0.001974163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02316826,"threshold_uncertainty_score":0.1225269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.199022007085313,"score_gpt":0.4394775322379217,"score_spread":0.2404555251526087,"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."}}