{"id":"W2010599081","doi":"10.1097/iae.0b013e31821c4087","title":"TRANSCONJUNCTIVAL DRAINAGE OF SEROUS AND HEMORRHAGIC CHOROIDAL DETACHMENT","year":2011,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Serous fluid; Pars plana; Intraocular pressure; Surgery; Visual acuity; Cannula; Ophthalmology; Choroid; Vitrectomy; Retina","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":[0.000179325,0.000102509,0.0002534673,0.00004883146,0.00002307087,0.00000265722,0.00003397044,0.00005087124,0.0001830946],"category_scores_gemma":[0.0000267828,0.00007835172,0.00008955967,0.00006991913,0.00008833552,0.00002998934,0.00001801384,0.00009603085,0.00001131815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001129007,"about_ca_system_score_gemma":0.00002535161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005573967,"about_ca_topic_score_gemma":0.000001313131,"domain_scores_codex":[0.9993258,0.00002737246,0.0001752232,0.0001655274,0.000147002,0.0001591185],"domain_scores_gemma":[0.9996293,0.00002008694,0.00004862852,0.0001550129,0.00003995183,0.0001070644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005450657,0.001793961,0.3794191,0.003335065,0.000545195,0.002774484,0.01015079,4.972975e-7,0.3773368,0.0113808,0.001175138,0.2066375],"study_design_scores_gemma":[0.003242272,0.002068555,0.7416091,0.0004147803,0.0005091765,0.001578118,0.0006499935,0.0001067712,0.2394902,0.001943763,0.007932852,0.0004544226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9441293,0.0005436004,0.0001811897,0.0001936154,0.00006748652,0.0001740673,0.000001905847,0.00002784963,0.05468094],"genre_scores_gemma":[0.9976919,0.00005936656,0.001042668,0.0001193428,0.0000432586,0.000005683135,0.000003880836,0.00001236079,0.001021496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3621899,"threshold_uncertainty_score":0.319509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03526511457791501,"score_gpt":0.2213365506012964,"score_spread":0.1860714360233814,"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."}}