{"id":"W4221098670","doi":"10.2196/31732","title":"Sustained Reductions in Online Search Interest for Communicable Eye and Other Conditions During the COVID-19 Pandemic: Infodemiology Study","year":2022,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Eye Institute","keywords":"Pandemic; Social distance; Coronavirus disease 2019 (COVID-19); Communicable disease; Demography; Medicine; Statistics; Environmental health; Disease; Public health; Mathematics; Internal medicine","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":[0.001928436,0.0002475973,0.0003785082,0.001206662,0.0007400157,0.001327642,0.000717261,0.0008906777,0.003420385],"category_scores_gemma":[0.00834964,0.0003413798,0.0008309662,0.002096064,0.0004571666,0.001971891,0.001385111,0.001186612,0.0005767747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009725416,"about_ca_system_score_gemma":0.0009960908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04020702,"about_ca_topic_score_gemma":0.03501151,"domain_scores_codex":[0.9985068,0.0004778551,0.0001415658,0.0003128559,0.0001878599,0.0003730914],"domain_scores_gemma":[0.9955288,0.0008417499,0.001916785,0.0004193733,0.0004683704,0.0008249913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007584223,0.0005389523,0.9888561,0.00009680555,0.00021586,0.0001217502,0.001977589,0.00004130484,0.000168793,0.0001309734,0.001326332,0.005767088],"study_design_scores_gemma":[0.00001796887,0.0001900709,0.998045,0.00001620576,0.00004135741,0.00005226372,0.000987179,0.00007567813,0.00003274799,0.00002417273,0.000512153,0.000005163209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969493,0.0003002423,0.00003715385,0.0002907302,0.00001364458,0.0000329797,0.001317298,0.000004140787,0.001054476],"genre_scores_gemma":[0.9982822,0.0001360121,0.00004488291,0.0002040889,0.00002704199,0.00004583196,0.0008091346,0.000004754118,0.0004461163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04020702,"threshold_uncertainty_score":0.07994598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1642809514948636,"score_gpt":0.4609728515058826,"score_spread":0.296691900011019,"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."}}