{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002182058,0.0001745269,0.0001531803,0.001893637,0.003023224,0.001443757,0.0009422119,0.0005304524,0.006238187],"category_scores_gemma":[0.01048302,0.0002203119,0.0004801944,0.002751925,0.001465966,0.0004055411,0.001129172,0.000817586,0.0003114868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01231439,"about_ca_system_score_gemma":0.04695027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9535854,"about_ca_topic_score_gemma":0.9706146,"domain_scores_codex":[0.996274,0.0004223593,0.0003652264,0.0003356136,0.001708189,0.0008946665],"domain_scores_gemma":[0.9740962,0.003054795,0.01162989,0.000970863,0.007381254,0.002866922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004597505,0.00003457545,0.980806,0.00008266036,0.00002661195,0.0001147432,0.0006983268,0.00007193694,0.00009650751,0.0005298688,0.005856427,0.01163631],"study_design_scores_gemma":[0.000004839253,0.00001705937,0.9885489,0.0001627106,0.00002037985,0.0002384495,0.001706874,0.0001563268,0.0001463655,0.00007718969,0.008905297,0.00001559735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523308,0.00565066,0.0005663951,0.007053336,0.0001194973,0.000277552,0.006646137,0.00008227928,0.02727323],"genre_scores_gemma":[0.9896626,0.002504325,0.0005991554,0.001645784,0.00003890216,0.00006662528,0.001620018,0.00001249936,0.003850063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04641455,"threshold_uncertainty_score":0.09337574,"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."}}