{"id":"W4385897960","doi":"10.1186/s12348-023-00342-5","title":"Challenges in posterior uveitis—tips and tricks for the retina specialist","year":2023,"lang":"en","type":"review","venue":"Journal of Ophthalmic Inflammation and Infection","topic":"Ocular Diseases and Behçet’s Syndrome","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Eye Institute; National Institutes of Health; Research to Prevent Blindness; Eye and Ear Foundation of Pittsburgh","keywords":"Medicine; Ophthalmology; Retina; Optometry; Uveitis; Neuroscience; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008141384,0.0001885646,0.0008243907,0.0004218344,0.00008142862,0.00006400568,0.00004206349,0.00020062,0.00002601555],"category_scores_gemma":[0.0003035911,0.0001183377,0.0003044353,0.0001843207,0.00003942402,0.000159175,0.00002638602,0.0003071018,0.000004370938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001049097,"about_ca_system_score_gemma":0.0001116799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000963748,"about_ca_topic_score_gemma":0.000008970832,"domain_scores_codex":[0.9986433,0.00009266022,0.000798929,0.0001522289,0.0001858502,0.0001270522],"domain_scores_gemma":[0.9987239,0.0002225126,0.0007294101,0.0001176146,0.0001272428,0.00007931256],"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":[0.00006262508,0.00002558443,0.000126818,0.009899982,0.0001281525,0.00008484579,0.0000835619,3.648958e-7,0.000003488847,0.00006728827,0.00009114724,0.9894261],"study_design_scores_gemma":[0.001564758,0.0009214671,0.01639594,0.01767265,0.00161642,0.02524341,0.0001258452,0.00005044406,0.000002273585,0.0001749885,0.9360172,0.0002146646],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009790083,0.9876429,0.00001713823,0.0005560634,0.0005934613,0.0009759963,0.000009373399,0.00001060975,0.000404326],"genre_scores_gemma":[0.001734248,0.9969281,0.00002342457,0.000006860826,0.00105193,0.00003205194,0.00001745891,0.00002778034,0.0001781611],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9892115,"threshold_uncertainty_score":0.4825673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1435381801099934,"score_gpt":0.3807150779578461,"score_spread":0.2371768978478527,"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."}}