{"id":"W3087848767","doi":"10.1001/jamaophthalmol.2020.3630","title":"Association of Federal Regulations in the United States and Canada With Potential Corneal Donation by Men Who Have Sex With Men","year":2020,"lang":"en","type":"article","venue":"JAMA Ophthalmology","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Donation; Deferral; Demography; Eye bank; Family medicine; Ophthalmology; Law; Cornea; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001171417,0.00007487219,0.0001434392,0.00005431426,0.00005129741,0.00001672051,0.00003546606,0.00006427267,0.00004391681],"category_scores_gemma":[0.00002839328,0.00005162897,0.000006573588,0.0001663163,0.00003509031,0.00006779985,0.000004466709,0.0001220462,2.58676e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007746471,"about_ca_system_score_gemma":0.0001267662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1319092,"about_ca_topic_score_gemma":0.0313302,"domain_scores_codex":[0.9992424,0.0001173405,0.0001559609,0.000128838,0.0002532846,0.0001022202],"domain_scores_gemma":[0.9995484,0.0001105705,0.0001189654,0.00005219546,0.0001279998,0.00004187241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009865859,0.00007298945,0.9792059,0.00007449214,0.0001506103,0.0002359983,0.004136882,0.001004002,0.0008250833,0.0001302173,0.01303805,0.0001391879],"study_design_scores_gemma":[0.003797035,0.0005791736,0.9673823,0.00001689307,0.00008548566,0.0004730784,0.003075284,0.02347677,0.0007600824,0.0000305089,0.0002440682,0.0000793394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663816,0.000008058923,0.000169764,0.02943915,0.000004766421,0.0002600564,0.00006177631,0.000006835486,0.003667992],"genre_scores_gemma":[0.997231,0.00001001105,0.00006813028,0.0006863791,0.00002410057,0.000008986947,0.001020087,0.000008357962,0.0009429188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.100579,"threshold_uncertainty_score":0.9863455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00822229691073366,"score_gpt":0.2295834575993981,"score_spread":0.2213611606886645,"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."}}