{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001355495,0.0001675345,0.0004913295,0.0002825241,0.0008111572,0.000009067805,0.0002791753,0.0001121968,0.0004675277],"category_scores_gemma":[0.00107391,0.0001294433,0.0000906667,0.0003141497,0.00055196,0.00004493734,0.0007930691,0.001044935,0.000003404175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003520591,"about_ca_system_score_gemma":0.0002798194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008241282,"about_ca_topic_score_gemma":0.001638355,"domain_scores_codex":[0.9977356,0.0008240722,0.0006056132,0.0003178089,0.0000868112,0.0004300638],"domain_scores_gemma":[0.9976428,0.001461112,0.0001116421,0.0005331732,0.00008310669,0.0001681214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000604875,0.0006635837,0.983301,0.00006718804,0.00008373507,0.00001728681,0.003851825,0.002291838,0.0004285473,0.007382693,0.001268294,0.00003917811],"study_design_scores_gemma":[0.007599725,0.002248252,0.8629801,0.00002022004,0.0001205697,0.001375367,0.07693884,0.003965739,0.000002424475,0.007004843,0.03744827,0.0002956721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775417,0.0001209708,0.00009865803,0.01909012,0.00008545404,0.002375646,0.0003087056,0.00008230641,0.0002964771],"genre_scores_gemma":[0.9896764,0.00003612136,0.0002600378,0.005749072,0.00008347844,0.002576577,0.0001859295,0.00001939585,0.001412948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1203209,"threshold_uncertainty_score":0.6238847,"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."}}