{"id":"W4200400890","doi":"10.2196/preprints.35760","title":"Remote Follow-up of Self-isolating COVID-19 Patients with a Patient Portal: Protocol for a Mixed-method Pilot Study (The Opal-COVID Study) (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Logbook; Medicine; Patient portal; Protocol (science); Usability; Health care; Anxiety; Coronavirus disease 2019 (COVID-19); Intervention (counseling); Isolation (microbiology); Patient experience; Telemedicine; Patient satisfaction; Respondent; Medical emergency; Nursing; Family medicine; Computer science; Alternative medicine; Psychiatry; Disease","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":[0.03058302,0.002462024,0.002995662,0.001457221,0.003601691,0.002154937,0.003021306,0.003392299,0.05052506],"category_scores_gemma":[0.02060274,0.002752975,0.002683813,0.001213573,0.001581109,0.002095455,0.002169966,0.004124341,0.009871057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002922637,"about_ca_system_score_gemma":0.01301522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003257066,"about_ca_topic_score_gemma":0.005420032,"domain_scores_codex":[0.9885567,0.007271534,0.001373543,0.0007553808,0.001077525,0.0009652787],"domain_scores_gemma":[0.9879988,0.004177027,0.001482555,0.001533377,0.003083165,0.001724993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2409631,0.26322,0.01518331,0.05301665,0.001214704,0.003053733,0.01864922,0.006012105,0.01321414,0.009425294,0.1060479,0.27],"study_design_scores_gemma":[0.3541165,0.3141743,0.06978869,0.01524095,0.0009802608,0.0007261184,0.01393846,0.003340872,0.007352968,0.005973861,0.2137015,0.0006654527],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.005363771,0.00005263575,0.001344938,0.00008606785,0.00007753434,0.9919349,0.0006981835,0.00002525477,0.0004168001],"genre_scores_gemma":[0.001838762,0.00005678096,0.002049252,0.0001000395,0.00001654456,0.9955824,0.0001251598,0.000002528902,0.0002286096],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05052506,"threshold_uncertainty_score":0.1690232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07646903021737672,"score_gpt":0.4261916008673007,"score_spread":0.349722570649924,"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."}}