{"id":"W3170506774","doi":"10.2196/28568","title":"Physiologic Response to the Pfizer-BioNTech COVID-19 Vaccine Measured Using Wearable Devices: Prospective Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pennsylvania State University; University of Pennsylvania","keywords":"Medicine; Vaccination; Observational study; Heart rate; Prospective cohort study; Reactogenicity; Internal medicine; Immune system; Immunology; Blood pressure; Immunization","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":[0.008082716,0.0003088848,0.0005764331,0.0004594997,0.001149302,0.0001787186,0.0005416953,0.0001428961,0.0002974258],"category_scores_gemma":[0.01504376,0.0002016539,0.0001573312,0.002955673,0.0001553754,0.0005094864,0.0006798285,0.001080413,0.0003041615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002133399,"about_ca_system_score_gemma":0.003511015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002348613,"about_ca_topic_score_gemma":0.0002161347,"domain_scores_codex":[0.9922301,0.003391791,0.0005366477,0.0006832935,0.002296417,0.0008617371],"domain_scores_gemma":[0.9911104,0.004662775,0.0001437363,0.001023649,0.002446591,0.0006128295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06459882,0.008867414,0.4449579,0.002697572,0.001807535,0.001713557,0.1045281,0.002261399,0.3217116,0.001096722,0.04409519,0.001664195],"study_design_scores_gemma":[0.006885546,0.004357018,0.9513893,0.00045774,0.0000613943,0.000125089,0.01653215,0.001733442,0.00671888,0.001117753,0.01026262,0.0003591281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964144,0.000333397,0.0007886417,0.02765838,0.0001204716,0.00644861,0.00003668806,0.0001265254,0.0003432994],"genre_scores_gemma":[0.9936237,0.00001182255,0.0006310188,0.003378262,0.0002099817,0.001162994,0.00003042119,0.00003920822,0.0009125607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5064313,"threshold_uncertainty_score":0.9932529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2145525204000098,"score_gpt":0.4851340004238002,"score_spread":0.2705814800237905,"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."}}