{"id":"W3165265792","doi":"10.31234/osf.io/dpjuy","title":"Effective Virtual Interventions to Enhance Psychological Capital: A mixed-methods systematic review","year":2021,"lang":"en","type":"preprint","venue":"","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; McMaster University","funders":"","keywords":"Psychological intervention; Systematic review; Context (archaeology); Psychology; Optimism; Applied psychology; Critical appraisal; Grey literature; Psychological resilience; Clinical psychology; Social psychology; MEDLINE; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.03545246,0.002322755,0.01185532,0.0144757,0.001362281,0.005924236,0.003175891,0.002657509,0.008311022],"category_scores_gemma":[0.09562932,0.001456103,0.01160556,0.01037601,0.001388188,0.003819772,0.003119816,0.001724256,0.0004667293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007253797,"about_ca_system_score_gemma":0.0231611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005894295,"about_ca_topic_score_gemma":0.01819005,"domain_scores_codex":[0.9638698,0.0207095,0.008768362,0.001503165,0.004455203,0.000693907],"domain_scores_gemma":[0.9304009,0.05569731,0.007078511,0.001671243,0.004539305,0.0006126772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003572095,0.00008954555,0.0004184923,0.9262617,0.01308356,0.0000632328,0.0003973416,0.0001715126,0.0001022824,0.0004916564,0.0007293241,0.0578343],"study_design_scores_gemma":[0.0008072939,0.0005607434,0.001528163,0.9244067,0.06220375,0.0001146203,0.0005709561,0.0002007357,0.0002239306,0.000725281,0.008602507,0.00005534917],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003260113,0.9816762,0.001984091,0.0005567289,0.0003242661,0.01067421,0.0007511738,0.00004572502,0.0007274768],"genre_scores_gemma":[0.06597847,0.887834,0.01318468,0.001512581,0.0002165361,0.03030999,0.0005933352,0.00002507754,0.0003454045],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03545246,"threshold_uncertainty_score":0.1874927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08175627522154842,"score_gpt":0.5666846048005603,"score_spread":0.4849283295790118,"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."}}