{"id":"W2528167614","doi":"10.1097/tp.0000000000001514","title":"Public Solicitation of Anonymous Organ Donors","year":2016,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Internet privacy; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001125402,0.00009344146,0.0001434395,0.0002185071,0.00003541842,0.000007002889,0.00004056706,0.00006916408,0.0003893106],"category_scores_gemma":[0.00002204312,0.00006658729,0.00005212352,0.0002284458,0.00005078925,0.0002427687,0.000001139404,0.00003934139,0.00007946559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003214925,"about_ca_system_score_gemma":0.00007043488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000202642,"about_ca_topic_score_gemma":0.00005515379,"domain_scores_codex":[0.9991602,0.00003335426,0.000280698,0.000149601,0.0002445041,0.0001316718],"domain_scores_gemma":[0.9994748,0.00008164854,0.00008965192,0.0001097497,0.0001696069,0.00007455573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007637338,0.0002169019,0.1033037,0.0005391099,0.00008762661,0.00002542613,0.002205367,0.000002904397,0.8379239,0.01506806,0.00008042218,0.03978284],"study_design_scores_gemma":[0.006421681,0.0002910648,0.6161081,0.0002195475,0.0002275253,0.0001587833,0.00007737743,0.00003834131,0.3752955,0.0007110435,0.0002857472,0.0001653311],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9563885,0.00001991765,0.03639427,0.002624513,0.00009750678,0.0002435571,0.00005376235,0.00009836245,0.00407966],"genre_scores_gemma":[0.9979061,0.0005400273,0.0008246111,0.0001424177,0.00004364079,0.000008430444,0.0001829261,0.00001744223,0.0003343884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5128044,"threshold_uncertainty_score":0.4262678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03698744163889615,"score_gpt":0.2552740805154186,"score_spread":0.2182866388765224,"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."}}