{"id":"W2313059900","doi":"10.1097/iae.0000000000000410","title":"OPTICAL COHERENCE TOMOGRAPHY–BASED POSITIONING REGIMEN FOR MACULAR HOLE SURGERY","year":2015,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Macular hole; Regimen; Optical coherence tomography; Visual acuity; Surgery; Medical record; Ophthalmology; 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":[0.0006929827,0.0001415476,0.0003385438,0.0001220085,0.00006247435,0.00002742437,0.00005546617,0.00009628012,0.00003566937],"category_scores_gemma":[0.0004330974,0.0001206704,0.0002962927,0.0002290413,0.00008853594,0.00005078248,0.00002063546,0.0001185244,0.00003683689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004098874,"about_ca_system_score_gemma":0.0002025694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001642957,"about_ca_topic_score_gemma":4.578136e-7,"domain_scores_codex":[0.9988129,0.00004510921,0.0002365624,0.0002689346,0.0003166115,0.0003198764],"domain_scores_gemma":[0.9988523,0.0002558964,0.00007232517,0.0002604694,0.0002427012,0.000316375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008685932,0.001816184,0.4627642,0.002303243,0.000689986,0.003450319,0.0004781583,0.0001494382,0.0832122,0.008646633,0.3825948,0.04520893],"study_design_scores_gemma":[0.01178912,0.003850192,0.1499113,0.005366713,0.001871236,0.001485332,0.0008649174,0.01095617,0.3663101,0.004804631,0.4398544,0.002935865],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750093,0.0008580119,0.007854662,0.004410376,0.0003104079,0.0006692435,0.00001196897,0.0001873997,0.01068867],"genre_scores_gemma":[0.9899125,0.000008178485,0.008065681,0.0008040401,0.0002272463,0.0000891152,0.000140532,0.00002991867,0.0007227662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3128529,"threshold_uncertainty_score":0.4920794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03820853410956867,"score_gpt":0.2859554207299894,"score_spread":0.2477468866204207,"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."}}