{"id":"W4378191118","doi":"10.1097/iae.0000000000003843","title":"Diagnostic and Therapeutic Challenges","year":2023,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Aflibercept; Medical physics; Medicine; Intensive care medicine; Optometry; Psychology; Surgery","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":[0.00190217,0.001412849,0.001082882,0.002415282,0.002259811,0.00215883,0.001614783,0.005377662,0.004651678],"category_scores_gemma":[0.009778555,0.0005760512,0.00101596,0.0008088786,0.001520529,0.00400334,0.001574424,0.008827666,0.002979515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00123144,"about_ca_system_score_gemma":0.001362542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002196829,"about_ca_topic_score_gemma":0.002378854,"domain_scores_codex":[0.9985551,0.0003555291,0.0001906256,0.0002354254,0.0003269967,0.0003363823],"domain_scores_gemma":[0.9970823,0.001186763,0.0002296588,0.0002130143,0.000743152,0.0005451923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002401141,0.0003282806,0.04030599,0.0008899322,0.0001193841,0.6023809,0.0009306724,0.002292701,0.005708965,0.01868491,0.1533793,0.1747389],"study_design_scores_gemma":[0.00002639469,0.00007469645,0.003276426,0.00151518,0.00006979015,0.8990921,0.001879116,0.001790435,0.0008256974,0.02535323,0.06604125,0.00005571462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1031501,0.1648526,0.06313246,0.5265108,0.01844093,0.0004446849,0.001305251,0.0009983993,0.1211648],"genre_scores_gemma":[0.6691352,0.09163944,0.04957112,0.1213101,0.05742575,0.0003020773,0.001595696,0.0002325989,0.008788119],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005377662,"threshold_uncertainty_score":0.01556134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04203439885760053,"score_gpt":0.2963099131505278,"score_spread":0.2542755142929273,"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."}}