{"id":"W4280529298","doi":"10.2196/37241","title":"Authors' Response to Peer Reviews of “Cognitive Factors Associated With Public Acceptance of COVID-19 Nonpharmaceutical Prevention Measures: Cross-sectional Study”","year":2022,"lang":"en","type":"article","venue":"JMIRx Med","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Cognition; Cross-sectional study; 2019-20 coronavirus outbreak; Environmental health; Medicine; Psychology; Virology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01869272,0.0009088321,0.002158129,0.001904524,0.003306743,0.003473472,0.002705509,0.01077021,0.0528776],"category_scores_gemma":[0.2528299,0.0008487631,0.001832038,0.00133906,0.001644691,0.001863085,0.00275086,0.01151194,0.02874609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003275883,"about_ca_system_score_gemma":0.008791084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008335132,"about_ca_topic_score_gemma":0.01394386,"domain_scores_codex":[0.9761549,0.006041162,0.004727945,0.001570286,0.01022956,0.001276047],"domain_scores_gemma":[0.7365392,0.05143197,0.01148051,0.005439358,0.1880298,0.007079115],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003424821,0.000007463811,0.0001990924,0.0001782905,0.00001153227,0.00003585121,0.00003990698,0.000007394139,0.00001835592,0.00008654264,0.9969438,0.002437484],"study_design_scores_gemma":[0.0001454888,0.00006394794,0.004078067,0.001811296,0.00008348055,0.0003013379,0.000667526,0.0002549073,0.0003036371,0.0006822203,0.9915207,0.00008728985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004079493,0.001986662,0.0002636971,0.6574541,0.3354281,0.0001287813,0.001292245,0.0001592978,0.002879141],"genre_scores_gemma":[0.01275996,0.005273686,0.001339981,0.7110938,0.2239117,0.0008593618,0.001233877,0.0003282834,0.04319929],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9813073,"threshold_uncertainty_score":0.1768932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3708558151536792,"score_gpt":0.5502075225233426,"score_spread":0.1793517073696634,"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."}}