{"id":"W4285320441","doi":"10.2196/35760","title":"Remote Follow-up of Self-isolating Patients With COVID-19 Using a Patient Portal: Protocol for a Mixed Methods Pilot Study (Opal-COVID Study)","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; McGill University; Polytechnique Montréal; Université de Montréal; McGill University Health Centre","funders":"Canadian Institutes of Health Research; McGill University","keywords":"Medicine; Patient portal; Logbook; Usability; Protocol (science); Patient experience; Health care; Patient satisfaction; Anxiety; Telemedicine; Intervention (counseling); Nursing; Family medicine; Alternative medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05085355,0.003382704,0.003772849,0.002622752,0.004626783,0.002991153,0.004021974,0.004240035,0.03566295],"category_scores_gemma":[0.02856829,0.002809641,0.003099788,0.002235374,0.002342483,0.002525411,0.002698738,0.004407077,0.007502002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003716807,"about_ca_system_score_gemma":0.01624874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003835404,"about_ca_topic_score_gemma":0.006774575,"domain_scores_codex":[0.976484,0.01617516,0.002472618,0.001370282,0.001771226,0.001726691],"domain_scores_gemma":[0.9816673,0.006331857,0.002348866,0.002560964,0.004739098,0.002351861],"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":[0.219762,0.2745778,0.02168307,0.05470597,0.001351184,0.004732724,0.03033062,0.007716143,0.01624142,0.0126959,0.07172074,0.2844824],"study_design_scores_gemma":[0.3380255,0.3264549,0.07219924,0.01365525,0.0009684932,0.0008846031,0.01919086,0.005327104,0.008749292,0.008455269,0.2052792,0.0008101717],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003323413,0.00003315558,0.001162033,0.00004469838,0.00003590797,0.9947518,0.0003617694,0.00001765396,0.0002695986],"genre_scores_gemma":[0.00111275,0.00003472869,0.001779316,0.00005297282,0.000007559608,0.9968446,0.00006022567,0.000001808767,0.0001060738],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05085355,"threshold_uncertainty_score":0.2689425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4907370348531669,"score_gpt":0.663858841594875,"score_spread":0.173121806741708,"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."}}