{"id":"W4388453385","doi":"10.1016/j.jcjo.2023.10.014","title":"F. Y. EYE","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ophthalmology; 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":[0.0003749075,0.001171762,0.0007329928,0.001236293,0.0009171679,0.001724814,0.0005404761,0.001931887,0.7885305],"category_scores_gemma":[0.001911318,0.0002061011,0.0005231039,0.0008060756,0.0005617461,0.0009554478,0.001286218,0.001612886,0.6522757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005233824,"about_ca_system_score_gemma":0.0008617727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005065037,"about_ca_topic_score_gemma":0.006349316,"domain_scores_codex":[0.999542,0.00003515072,0.00002082486,0.0001874967,0.0001482969,0.00006614309],"domain_scores_gemma":[0.9993456,0.0001093542,0.00004755298,0.00006628846,0.0002145991,0.0002166863],"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":[0.0001289158,0.00007160011,0.001083054,0.0003017097,0.00003108961,0.001039707,0.0000825321,0.0001268745,0.002157152,0.005525145,0.4662755,0.5231767],"study_design_scores_gemma":[0.00002607624,0.00002415999,0.000741602,0.0001297361,0.000008678333,0.0009290576,0.00005503303,0.00009754451,0.000231318,0.0006597524,0.9970891,0.000008006376],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001789888,0.01301641,0.003409668,0.01132489,0.006686145,0.000102597,0.002753856,0.002582903,0.9583338],"genre_scores_gemma":[0.007531339,0.004215389,0.001733641,0.002347603,0.0007679306,0.00005314323,0.0007408417,0.0002408597,0.9823694],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2114695,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03318033833793545,"score_gpt":0.3188716168535665,"score_spread":0.2856912785156311,"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."}}