{"id":"W4308774670","doi":"10.1097/iop.0000000000002292","title":"Müller Muscle Conjunctival Resection: A Multicentered Prospective Analysis of Surgical Success","year":2022,"lang":"en","type":"article","venue":"Ophthalmic Plastic and Reconstructive Surgery","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Prospective cohort study; Surgery; Phenylephrine; Odds ratio; Resection; Eyelid; Radiology; Internal medicine; Blood pressure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004806742,0.0001812605,0.0008382302,0.0010165,0.0002337519,0.00001364212,0.00005148912,0.00007884268,0.001920491],"category_scores_gemma":[0.0003614202,0.0001638699,0.0003681162,0.001279202,0.0003530965,0.0001008352,0.00009464878,0.0003116496,0.000001611054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001440678,"about_ca_system_score_gemma":0.0001750961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008058559,"about_ca_topic_score_gemma":0.00000515861,"domain_scores_codex":[0.9982418,0.0002051509,0.0004991459,0.0004206539,0.0003992516,0.000233947],"domain_scores_gemma":[0.9974608,0.001771458,0.0002367185,0.0001715754,0.0002146581,0.0001447574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002495289,0.0003635987,0.9865975,0.00004818087,0.001701522,0.000400939,0.0002882781,0.00004039666,0.001056121,0.0004304022,0.0004926336,0.00608517],"study_design_scores_gemma":[0.001478694,0.0003310778,0.9851559,0.00008469615,0.0007978682,0.001647018,0.001724703,0.002824874,0.001388953,0.0001606486,0.004067343,0.0003381704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934261,0.0001205449,0.0001084039,0.0001343785,0.0006950534,0.0002870306,0.0001612546,0.00005945649,0.005007819],"genre_scores_gemma":[0.9992684,0.00006944367,0.0001012818,0.00003591253,0.00002795905,0.00007998813,0.00006817812,0.000015845,0.0003330109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005842322,"threshold_uncertainty_score":0.9989919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032359187507593,"score_gpt":0.2764847638521122,"score_spread":0.2561611719770363,"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."}}