{"id":"W1996984740","doi":"10.1504/ijhtm.2001.001118","title":"An internet-based fuzzy logic expert system for organ transplantation assignment","year":2001,"lang":"en","type":"article","venue":"International Journal of Healthcare Technology and Management","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"United Network for Organ Sharing; Computer science; Fuzzy logic; Expert system; Organ transplantation; The Internet; Transplantation; Process (computing); Operations research; Artificial intelligence; Medicine; Engineering; World Wide Web; Surgery","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":[0.0002417502,0.00009693447,0.0001630594,0.0007691952,0.0000452012,0.0000184792,0.0001411376,0.0001004486,0.0000170963],"category_scores_gemma":[0.000006400511,0.00008293625,0.00004739522,0.000124101,0.00003954051,0.00009941847,0.000007361628,0.0001153121,0.000002334789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001743534,"about_ca_system_score_gemma":0.00003774575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001294758,"about_ca_topic_score_gemma":0.00001581751,"domain_scores_codex":[0.999052,0.00002448289,0.0003834541,0.0001442449,0.0002684435,0.0001273413],"domain_scores_gemma":[0.9992961,0.00002010094,0.0001936696,0.00008334527,0.0003318527,0.00007494514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.007730746,0.00115715,0.03899062,0.001984116,0.001181203,0.003468335,0.001170321,0.0001128699,0.005099471,0.5361758,0.0004895717,0.4024397],"study_design_scores_gemma":[0.1310994,0.02919658,0.2533757,0.01430161,0.003301942,0.04387579,0.03250483,0.0133556,0.2461326,0.04433401,0.1857872,0.002734746],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3331424,0.0009785148,0.5455029,0.1166061,0.001542887,0.001090517,0.00002577012,0.000226742,0.0008840852],"genre_scores_gemma":[0.9901162,0.001048671,0.007164109,0.001414011,0.000103099,0.00002563577,0.00005291977,0.00001125639,0.00006412317],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6569737,"threshold_uncertainty_score":0.3382042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019620744591841,"score_gpt":0.32860833592626,"score_spread":0.3089875913344191,"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."}}