{"id":"W7073684433","doi":"","title":"Epidemiology of Field of Vision Disorders (eFOVID) study, Western Australia, 1988–2022. Report 1:Data collection and aggregation protocol","year":2024,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Protocol (science); Field (mathematics); Epidemiology; Data collection; Identification (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002337742,0.0007262262,0.0008971983,0.00319294,0.00100254,0.0005729574,0.001800638,0.0005731423,0.006375648],"category_scores_gemma":[0.007349854,0.0009124933,0.0007083855,0.004223151,0.0002316551,0.0006447874,0.001744696,0.0007902755,0.002860288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002481287,"about_ca_system_score_gemma":0.004442009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.279276,"about_ca_topic_score_gemma":0.2822138,"domain_scores_codex":[0.998372,0.0003694468,0.0005275114,0.0002280745,0.0003381193,0.0001648421],"domain_scores_gemma":[0.996007,0.0002659628,0.001091794,0.0004401702,0.00179937,0.0003957299],"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":[0.002101835,0.0007095793,0.5000703,0.003442821,0.0003818537,0.0004481864,0.001956839,0.001232755,0.001226094,0.0008889044,0.4430418,0.04449907],"study_design_scores_gemma":[0.0003213633,0.0002177298,0.970942,0.0003234307,0.00009781045,0.0000888334,0.0003884175,0.0003890779,0.0002114604,0.0001371147,0.02685279,0.00002999965],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.1071799,0.0007752347,0.003068012,0.0005340309,0.0001506438,0.01856318,0.8595224,0.0003018092,0.009904712],"genre_scores_gemma":[0.16316,0.001561623,0.01330222,0.0009326224,0.0001615817,0.1266506,0.6588098,0.000126427,0.03529517],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.279276,"threshold_uncertainty_score":0.5553008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0722081156541811,"score_gpt":0.4176947887753775,"score_spread":0.3454866731211964,"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."}}