{"id":"W3214103186","doi":"10.2196/34609","title":"Authors' Responses to Peer Review of “Influence of the COVID-19 Lockdown on the Physical and Psychosocial Well-being and Work Productivity of Remote Workers: Cross-sectional Correlational Study”","year":2021,"lang":"en","type":"article","venue":"JMIRx Med","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Psychosocial; Cross-sectional study; 2019-20 coronavirus outbreak; Work (physics); Psychology; Productivity; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Peer review; Applied psychology; Medicine; Engineering; Psychiatry; Virology; Political science; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002306749,0.0001115477,0.0003068657,0.00003142156,0.0006103984,0.000005456379,0.0001133037,0.0000579673,0.00005174131],"category_scores_gemma":[0.008680841,0.00006648184,0.00006494328,0.0004700564,0.0002696241,0.00004392177,0.0002037011,0.0003402411,0.000002494936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004426529,"about_ca_system_score_gemma":0.0002650532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008467971,"about_ca_topic_score_gemma":0.00004946382,"domain_scores_codex":[0.9973886,0.001082662,0.0004222567,0.0002678429,0.0006865077,0.0001521557],"domain_scores_gemma":[0.9966329,0.00202158,0.0003025988,0.0002817459,0.0006998129,0.00006137777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005059064,0.0001453672,0.9720165,0.0007054463,0.00006336227,5.82892e-7,0.00987272,0.00001214408,0.0001067394,0.0008650426,0.01553918,0.0001670536],"study_design_scores_gemma":[0.0003575535,0.00007725573,0.9849576,0.00142894,0.00003182426,6.101523e-7,0.0007948191,0.000001169246,0.00003659057,0.001089013,0.01116331,0.00006129797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9015219,0.0003456393,0.000007872021,0.09620643,0.0002298599,0.001165726,0.00001675328,0.000009381803,0.0004964509],"genre_scores_gemma":[0.9874071,0.00007308235,0.00003787842,0.001160414,0.000163542,0.00005780852,0.000002196579,0.000008413171,0.01108955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09504602,"threshold_uncertainty_score":0.9996694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0844144918929931,"score_gpt":0.4680950187319964,"score_spread":0.3836805268390033,"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."}}