{"id":"W4283034762","doi":"10.2196/39080","title":"Psychotherapeutic and Psychiatric Intervention in Patients With COVID-19 and Their Relatives: Protocol for the DigiCOVID Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Protocol (science); Psychiatry; Intervention (counseling); Psychology; 2019-20 coronavirus outbreak; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Clinical psychology; Psychotherapist; Alternative medicine; Disease; Virology; Outbreak","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01344088,0.002761448,0.003632147,0.001158733,0.001877624,0.001903374,0.001850556,0.003953963,0.04227178],"category_scores_gemma":[0.01195562,0.001415877,0.002089282,0.001194225,0.001735367,0.001576367,0.001611953,0.004042575,0.006046857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002485471,"about_ca_system_score_gemma":0.007223905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001507321,"about_ca_topic_score_gemma":0.002699312,"domain_scores_codex":[0.9934016,0.004262469,0.0006383839,0.0004762909,0.0005329169,0.0006883391],"domain_scores_gemma":[0.9957966,0.001084956,0.0007835877,0.0007611938,0.0006834216,0.0008903557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8777624,0.03834859,0.00147219,0.009532028,0.0007566512,0.0003281721,0.0005484047,0.001786343,0.002375809,0.002737319,0.01450259,0.0498496],"study_design_scores_gemma":[0.9100047,0.05843581,0.003243112,0.001343607,0.0003696307,0.00007601508,0.0001971048,0.001053,0.0007920244,0.00134976,0.02306117,0.00007419226],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007836943,0.0002204027,0.001216713,0.0002133905,0.0001928654,0.9882708,0.0008390024,0.00004907322,0.001160782],"genre_scores_gemma":[0.006918663,0.0001354176,0.001585414,0.0002216735,0.00005427828,0.9903792,0.0001761327,0.000003776624,0.0005254308],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04227178,"threshold_uncertainty_score":0.1414132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3486083722567743,"score_gpt":0.6246820821339435,"score_spread":0.2760737098771692,"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."}}