{"id":"W4405751586","doi":"10.29173/hsi448","title":"Photo Essay: Pandemic Quilt","year":2021,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quilt; Pandemic; Coronavirus disease 2019 (COVID-19); Visual arts; Art; Medicine; 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":[0.0008689874,0.00006091839,0.0001526717,0.0001109834,0.0002964175,0.00002902812,0.00005232604,0.00003608617,0.0003166868],"category_scores_gemma":[0.0001432438,0.00005311747,0.00004129952,0.0007071018,0.0002413663,0.0001788991,0.00003268719,0.0001353717,0.0001229086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002476725,"about_ca_system_score_gemma":0.002973552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005709508,"about_ca_topic_score_gemma":0.00002186277,"domain_scores_codex":[0.9988117,0.00001937087,0.0002197234,0.0002668831,0.0003608727,0.0003214097],"domain_scores_gemma":[0.9992145,0.00001875025,0.00007297942,0.0002289619,0.0002382997,0.0002264717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000125537,0.0004066376,0.8247206,0.0003586823,0.00001501855,0.00007384679,0.004582242,0.0000579769,0.03869109,0.005163223,0.006515272,0.1192898],"study_design_scores_gemma":[0.001398598,0.0002899845,0.952858,0.0001811453,0.00001302488,0.0006125903,0.0007558232,0.005722552,0.004820314,0.0005031363,0.03269558,0.0001492355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752309,0.0005515909,0.009726139,0.00517037,0.002608992,0.0002842456,0.000001192343,0.0001489555,0.006277568],"genre_scores_gemma":[0.990617,0.00006895028,0.000400533,0.007439354,0.0003990752,0.00001001635,0.000005432122,0.000004955227,0.001054655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1281374,"threshold_uncertainty_score":0.5274953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09760898343775631,"score_gpt":0.4145189943504112,"score_spread":0.3169100109126549,"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."}}