{"id":"W3134537026","doi":"10.2196/25610","title":"The Psychological Impact of Hypertension During COVID-19 Restrictions: Retrospective Case-Control Study","year":2021,"lang":"en","type":"article","venue":"JMIRx Med","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Anxiety; Medicine; Vaccination; Seriousness; Public health; Demography; Psychiatry; Immunology","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":[],"consensus_categories":[],"category_scores_codex":[0.0006021208,0.0001592601,0.0003210039,0.00008134687,0.0005505131,0.00001969599,0.0001385213,0.0001170367,0.0007804118],"category_scores_gemma":[0.0008817255,0.0001021315,0.0001892298,0.0004919216,0.00009125257,0.00003914599,0.00005085794,0.0003326694,0.00004381726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007895942,"about_ca_system_score_gemma":0.0002825064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002830155,"about_ca_topic_score_gemma":0.0009464233,"domain_scores_codex":[0.9978073,0.0006876412,0.0004042158,0.0004755381,0.0002409509,0.0003844003],"domain_scores_gemma":[0.9978769,0.0008529936,0.0001606685,0.000702597,0.0001383811,0.0002684933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004238753,0.005697397,0.931776,0.00004977608,0.0006966982,0.01786466,0.007431367,0.00003237715,0.004789902,0.001057208,0.0205247,0.005841132],"study_design_scores_gemma":[0.004840488,0.001262836,0.9841535,0.000006453035,0.00005828719,0.002396167,0.006070515,0.00001606337,0.00002420925,0.0002561036,0.0008058681,0.0001095151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938058,0.0005401549,0.00004003743,0.002858796,0.0007234486,0.00100371,0.00005309978,0.00007749891,0.0008974025],"genre_scores_gemma":[0.9970116,0.00005555357,0.00001164476,0.0006095324,0.0001420553,0.0001624282,0.000002865954,0.0000162808,0.001988065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05237746,"threshold_uncertainty_score":0.8544961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1125919943536562,"score_gpt":0.4679389315153922,"score_spread":0.355346937161736,"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."}}