{"id":"W2325346223","doi":"10.1097/iae.0b013e31820d3ef1","title":"Modified 20-Gauge Transconjunctival Pars Plana Vitrectomy","year":2011,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Notre-Dame","funders":"","keywords":"Pars plana; George (robot); Vitrectomy; Ophthalmology; Medicine; Art; Art history; Visual acuity","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":[0.0001998568,0.0001680966,0.000322496,0.00008351735,0.00004873611,0.000006554278,0.00007499017,0.0001029791,0.0007692314],"category_scores_gemma":[0.00004480385,0.0001294061,0.0002037078,0.0001362869,0.00007262945,0.00004888821,0.00001535577,0.0002045062,0.0002100732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002363696,"about_ca_system_score_gemma":0.00005876218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001485195,"about_ca_topic_score_gemma":0.000005644416,"domain_scores_codex":[0.99892,0.00004871592,0.0002195513,0.0002690981,0.0002298563,0.000312762],"domain_scores_gemma":[0.9993832,0.00003980358,0.00005233403,0.0002755036,0.00004852963,0.0002006809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02383455,0.00414448,0.3057091,0.002138846,0.001986926,0.01206959,0.01098478,0.000006822514,0.2869851,0.03705321,0.1794866,0.1356],"study_design_scores_gemma":[0.008569292,0.00205789,0.4417503,0.0009702506,0.00110007,0.00186042,0.0006130071,0.0004841732,0.1939389,0.004575543,0.3423462,0.001733958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8408133,0.0002446267,0.0002295601,0.0004207194,0.0002376248,0.0002361879,0.000009648393,0.0001250535,0.1576833],"genre_scores_gemma":[0.9949313,0.00006545617,0.0004831592,0.0003782474,0.0001537139,0.00001869146,0.00003752274,0.00002838234,0.003903528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1628596,"threshold_uncertainty_score":0.8422545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05525631220956262,"score_gpt":0.2469154454420173,"score_spread":0.1916591332324546,"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."}}