{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006887009,0.0001003647,0.0002124927,0.0008545161,0.002118518,0.002457099,0.0002330016,0.001415952,0.00818635],"category_scores_gemma":[0.003575396,0.0001099619,0.0002268625,0.0006014386,0.0009051748,0.001465116,0.001757126,0.002941372,0.0005758077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001181536,"about_ca_system_score_gemma":0.001370201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01480799,"about_ca_topic_score_gemma":0.02749364,"domain_scores_codex":[0.9995017,0.0001256431,0.00002456191,0.00004733836,0.00006350032,0.0002372054],"domain_scores_gemma":[0.9977471,0.0002432577,0.000477139,0.00005899245,0.0003010146,0.00117237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000275587,0.000764049,0.8310052,0.0002048614,0.00005573041,0.0008534059,0.01195527,0.00004248205,0.0005940645,0.03481466,0.03361047,0.0858242],"study_design_scores_gemma":[0.00001549414,0.000220157,0.8663614,0.0006738554,0.00003716779,0.000780627,0.02520162,0.00006410716,0.0001281835,0.00992664,0.09656624,0.00002433003],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5966024,0.02810719,0.0002918989,0.2182759,0.001769001,0.00007013093,0.0018077,0.00003200803,0.1530438],"genre_scores_gemma":[0.9697338,0.008432446,0.0001602001,0.01112229,0.0008609453,0.00003361392,0.0002535427,0.000009316251,0.009393802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01480799,"threshold_uncertainty_score":0.02944362,"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."}}