{"id":"W4213162173","doi":"10.15353/cjo.v83i3.4359","title":"Editorial Eng Vol 83 No 3","year":2021,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001728634,0.0005581334,0.001520174,0.00623027,0.000547023,0.0004577995,0.0008487565,0.0005661676,0.007560693],"category_scores_gemma":[0.004836053,0.000529664,0.001125412,0.003799366,0.0004172871,0.000768592,0.00003053212,0.002631694,0.0002046635],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001902501,"about_ca_system_score_gemma":0.02987841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002037071,"about_ca_topic_score_gemma":0.00171408,"domain_scores_codex":[0.9944078,0.0002154189,0.002096854,0.0003762922,0.001430617,0.001473029],"domain_scores_gemma":[0.9789588,0.00037858,0.001302746,0.000545287,0.009172621,0.009641928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001264433,0.00007265717,0.5817203,0.0001341188,0.0008100435,0.01164773,0.0003283709,0.00005336316,0.0006709928,0.00001479421,0.4035534,0.0008678212],"study_design_scores_gemma":[0.004641836,0.001072997,0.5323598,0.001519482,0.0009294837,0.0263758,0.001446277,0.00003613492,0.001256161,0.00001700106,0.429594,0.0007510169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.891115,0.005397878,0.0003807191,0.004981998,0.08951416,0.0002167929,0.0002778038,0.000009491936,0.008106161],"genre_scores_gemma":[0.9282306,0.0002439039,0.003598901,0.0009202734,0.06414733,0.000001827438,0.0000290389,0.00009878759,0.002729379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04936045,"threshold_uncertainty_score":0.9997155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009559071295830468,"score_gpt":0.2968251610409224,"score_spread":0.287266089745092,"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."}}