{"id":"W4251727806","doi":"10.1097/01.tp.0000469973.81769.3c","title":"Abstracts","year":2015,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Login; Computer science; World Wide Web; Internet privacy; Personally identifiable information; Social media; Computer security","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":[0.0001367014,0.00005825918,0.000084877,0.00007698291,0.00002098436,0.00001137259,0.00002782391,0.00004143555,0.0001674311],"category_scores_gemma":[0.000009371287,0.00005172779,0.00002403285,0.0001158807,0.00002384932,0.00008198543,8.043068e-7,0.00008650391,0.0007471313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002056874,"about_ca_system_score_gemma":0.00009135146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004136281,"about_ca_topic_score_gemma":0.00001486872,"domain_scores_codex":[0.9993506,0.00001562023,0.0001327605,0.0001029252,0.0002757172,0.0001223906],"domain_scores_gemma":[0.999608,0.0000205776,0.0000164882,0.00007917434,0.00007765924,0.0001981269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02858913,0.003177883,0.4405933,0.007387059,0.0007824386,0.01429992,0.06129886,0.001641538,0.2925081,0.02553225,0.02886422,0.09532535],"study_design_scores_gemma":[0.01238908,0.0006705511,0.8334866,0.0001577354,0.0002661409,0.001627742,0.0004630008,0.0002306241,0.1404412,0.0006519928,0.009333081,0.0002822909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9312879,0.00007543577,0.002000244,0.001253832,0.0001006492,0.0002272008,0.00001455372,0.0001231844,0.06491704],"genre_scores_gemma":[0.9968196,0.0001247299,0.001189537,0.0001771945,0.00006591285,0.000005373312,0.0001689803,0.00001064656,0.001438042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3928933,"threshold_uncertainty_score":0.9603111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07290306914815742,"score_gpt":0.3501819937869377,"score_spread":0.2772789246387803,"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."}}