{"id":"W2354985198","doi":"10.1097/iae.0000000000001069","title":"LAMELLAR HOLE–ASSOCIATED EPIRETINAL PROLIFERATION","year":2016,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Lamellar structure; Epiretinal membrane; Ophthalmology; Optometry; Medicine; Materials science; Vitrectomy","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":[0.0003596805,0.000119855,0.0002207298,0.00005673335,0.00005674209,0.00001176181,0.00004354519,0.0001016526,0.0002939457],"category_scores_gemma":[0.000544329,0.00007121831,0.0001204283,0.000128669,0.00006025309,0.00005366448,0.00002334323,0.0000882542,0.0003860136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007020135,"about_ca_system_score_gemma":0.00006432946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004321382,"about_ca_topic_score_gemma":0.000001336791,"domain_scores_codex":[0.9989737,0.00006988263,0.0002086262,0.0002177258,0.0002763743,0.0002537435],"domain_scores_gemma":[0.9993929,0.00007145092,0.00008293067,0.0001949253,0.0001328256,0.0001249564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006722856,0.0003688751,0.6790185,0.0001250768,0.0001322849,0.0005307708,0.0001400807,2.966942e-7,0.2344351,0.002400218,0.02405822,0.05811828],"study_design_scores_gemma":[0.004267249,0.001201352,0.5805103,0.001775627,0.0002919087,0.0004132541,0.000062477,0.0001323044,0.1404134,0.001000548,0.2692476,0.0006840095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751259,0.0001261192,0.0003482451,0.006697941,0.0001418805,0.0002362372,0.000005155382,0.0001376142,0.01718089],"genre_scores_gemma":[0.9879301,0.0001071459,0.0001624466,0.0003541051,0.0002342699,0.00001629562,0.00001922691,0.00002081245,0.01115561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2451894,"threshold_uncertainty_score":0.4961553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01451545943610376,"score_gpt":0.2523635803526361,"score_spread":0.2378481209165323,"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."}}