{"id":"W4206315009","doi":"10.1016/j.jcjo.2021.08.012","title":"F. Y. EYE","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Optometry; Computer science; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002993177,0.001114358,0.0007075351,0.001072173,0.001043095,0.001380488,0.0004987664,0.001680815,0.8003097],"category_scores_gemma":[0.001459832,0.0001890707,0.0004676277,0.0007197278,0.0005254213,0.0007942652,0.001197296,0.001489513,0.6235905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005981771,"about_ca_system_score_gemma":0.0009625132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00756463,"about_ca_topic_score_gemma":0.01162882,"domain_scores_codex":[0.9995872,0.00003084521,0.00001735154,0.0001640355,0.0001275113,0.00007297821],"domain_scores_gemma":[0.999496,0.00007032271,0.00003314964,0.00004630178,0.0001720883,0.0001821659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001346621,0.00008551063,0.001420595,0.0002977129,0.00003507275,0.001499397,0.00008493667,0.0001442371,0.002216479,0.005903104,0.4800309,0.5081474],"study_design_scores_gemma":[0.00003525435,0.00002873057,0.001125585,0.0001537981,0.0000100427,0.001181833,0.00006477728,0.0001101467,0.0001915457,0.0007292317,0.9963602,0.000008844024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001706637,0.009510325,0.001830866,0.008799119,0.005795736,0.00008435819,0.002524942,0.001502202,0.9682459],"genre_scores_gemma":[0.008131713,0.003151196,0.001138009,0.002126727,0.0006775241,0.0000414006,0.0007028634,0.0001624937,0.983868],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1996903,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01965323426300169,"score_gpt":0.2801460470442033,"score_spread":0.2604928127812016,"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."}}