{"id":"W2921364023","doi":"10.1111/tan.13516","title":"Portuguese calculated panel reactive antibodies online estimator","year":2019,"lang":"en","type":"article","venue":"HLA","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Calculator; Concordance; Medicine; Transplantation; Estimator; Statistics; Computer science; Internal medicine; Mathematics","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":[0.006264512,0.0008443266,0.0006849383,0.002795364,0.000296414,0.001807134,0.0009907391,0.0005725255,0.004346941],"category_scores_gemma":[0.03418833,0.0003794515,0.00091017,0.002000381,0.0003218511,0.0006369387,0.000799928,0.0006664749,0.001410992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158904,"about_ca_system_score_gemma":0.0012695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006046872,"about_ca_topic_score_gemma":0.004759311,"domain_scores_codex":[0.9919906,0.002852685,0.0006516197,0.001396685,0.002776525,0.0003318833],"domain_scores_gemma":[0.9849764,0.00679248,0.003460491,0.001681498,0.002865001,0.000224238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001038036,0.0002678097,0.5356159,0.0009121629,0.0007993406,0.0004920097,0.0005374325,0.02225485,0.004673406,0.0140536,0.02078364,0.3985718],"study_design_scores_gemma":[0.0003892059,0.001249503,0.5459609,0.001217892,0.001024963,0.007035344,0.000480751,0.2188933,0.04514572,0.01455551,0.1637022,0.0003446461],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3271546,0.005184692,0.5563865,0.001151305,0.0005506598,0.001822633,0.02862488,0.005109386,0.07401526],"genre_scores_gemma":[0.7784145,0.001084619,0.2026185,0.0004280205,0.0001672566,0.001256533,0.007629557,0.0004300651,0.007971012],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006264512,"threshold_uncertainty_score":0.03313029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03851569414677952,"score_gpt":0.3238752321789001,"score_spread":0.2853595380321206,"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."}}