{"id":"W2898955799","doi":"10.1097/iae.0000000000002369","title":"SEQUENTIAL PNEUMATIC RETINOPEXIES FOR THE TREATMENT OF PRIMARY INFERIOR RHEGMATOGENOUS RETINAL DETACHMENTS WITH INFERIOR BREAKS","year":2018,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; St. Michael's Hospital; Université Laval; University of Toronto","funders":"","keywords":"Medicine; Retinal detachment; Ophthalmology; Visual acuity; Retinal; Surgery","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":[0.0003487694,0.0002917484,0.0006419091,0.00008635184,0.0002234264,0.000029352,0.0001278811,0.00009772085,0.0001115434],"category_scores_gemma":[0.00007867966,0.000159307,0.0002551209,0.000186623,0.0004807715,0.00005761491,0.00003922568,0.00008752741,0.0000310216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001403879,"about_ca_system_score_gemma":0.0002772378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001287286,"about_ca_topic_score_gemma":0.00002255094,"domain_scores_codex":[0.9982993,0.000076957,0.0004864384,0.0003236273,0.0004050257,0.0004086627],"domain_scores_gemma":[0.9984714,0.0002447236,0.0002780374,0.0005490146,0.0003281323,0.0001286239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02597747,0.003842418,0.652222,0.004200473,0.003455429,0.0004665831,0.009836223,0.000007536426,0.1251101,0.001281835,0.003546471,0.1700534],"study_design_scores_gemma":[0.01017947,0.0305502,0.6470653,0.002125008,0.003587832,0.002524287,0.0007594806,0.0004977175,0.1415812,0.0002063537,0.1599205,0.001002657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915261,0.0007629753,0.001061218,0.0006292654,0.0002030914,0.001603998,0.00002478189,0.00006789809,0.004120677],"genre_scores_gemma":[0.9940865,0.0005602817,0.002756711,0.0002190517,0.0003919367,0.0002353789,0.00005904422,0.00005159385,0.001639501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1690507,"threshold_uncertainty_score":0.6496353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0291424444755961,"score_gpt":0.2866998247831551,"score_spread":0.257557380307559,"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."}}