{"id":"W3126390302","doi":"10.2196/22645","title":"Estimating the Incidence of Conjunctivitis by Comparing the Frequency of Google Search Terms With Clinical Data: Retrospective Study","year":2021,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Ocular Diseases and Behçet’s Syndrome","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Albert-Ludwigs-Universität Freiburg","keywords":"German; Incidence (geometry); Medicine; Outbreak; Demography; Geography; Pathology","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":[0.002227471,0.0004040805,0.0006807626,0.006622353,0.000429824,0.001136107,0.0005757158,0.0005798143,0.001452321],"category_scores_gemma":[0.009412376,0.0006722561,0.001128728,0.007021966,0.0006666576,0.001508954,0.001056378,0.0005080441,0.0005797531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007316875,"about_ca_system_score_gemma":0.0007262227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01066844,"about_ca_topic_score_gemma":0.007230343,"domain_scores_codex":[0.9967827,0.0007231784,0.0008048987,0.0007521465,0.0006526246,0.0002844532],"domain_scores_gemma":[0.9900928,0.002463081,0.004808023,0.0009017725,0.001289044,0.0004453204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008570736,0.00001823427,0.9988523,0.00003919287,0.00006920152,0.00004772658,0.00006402036,0.00003263529,0.00004621039,0.000009338536,0.00005611426,0.0006793227],"study_design_scores_gemma":[0.00001022417,0.0001976126,0.9976336,0.00003283239,0.0001208265,0.0006692191,0.0004252976,0.0003611706,0.0001184812,0.00002015331,0.0003989485,0.00001162584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963169,0.0006960939,0.0002628978,0.00001379049,0.000004231021,0.0000746105,0.002087637,0.000008757839,0.0005349226],"genre_scores_gemma":[0.9968144,0.0003193908,0.0002769258,0.00001520777,0.000007540249,0.00006438722,0.002394834,0.000006938934,0.0001003592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01066844,"threshold_uncertainty_score":0.0212127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0805810973462316,"score_gpt":0.3919657239486847,"score_spread":0.3113846266024531,"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."}}