{"id":"W4405751559","doi":"10.29173/hsi442","title":"Lifestyle &amp; Immunity in the Age of COVID-19","year":2021,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Immunity; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Immunology; Internal medicine; Immune system; Outbreak; Disease; Infectious disease (medical specialty)","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":[0.005397311,0.00009841313,0.0002209879,0.0001935934,0.0004515258,0.00002382914,0.000645976,0.0000562057,0.0003907199],"category_scores_gemma":[0.0004642713,0.00007745585,0.00004349318,0.001859199,0.001120933,0.0001084834,0.0001442876,0.0003342535,0.0001109872],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005689876,"about_ca_system_score_gemma":0.007912822,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01381867,"about_ca_topic_score_gemma":0.005391646,"domain_scores_codex":[0.9975534,0.0004722862,0.0004723834,0.0003849663,0.0004718712,0.0006450727],"domain_scores_gemma":[0.9981515,0.0004511588,0.0001548308,0.0008717742,0.00005381904,0.00031685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001833152,0.002531623,0.354604,0.001468795,0.0000088393,0.000348769,0.5107076,0.00004932058,0.002074209,0.05532046,0.03491933,0.03778367],"study_design_scores_gemma":[0.000775822,0.0002300814,0.6865423,0.00005787713,0.000002453628,0.0001263858,0.03267945,0.000007324611,0.00006184999,0.001405133,0.2779685,0.0001428557],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734346,0.001671698,0.000441932,0.01850747,0.001766516,0.0004097721,0.00001142647,0.0000310528,0.003725522],"genre_scores_gemma":[0.9438203,0.0001675502,0.0002574402,0.05522058,0.0001028941,0.00003318123,0.00001617799,0.000005986607,0.0003759123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4780282,"threshold_uncertainty_score":0.9977114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3001244547028257,"score_gpt":0.5354574823663282,"score_spread":0.2353330276635025,"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."}}