{"id":"W1546402671","doi":"10.1111/ajt.12789","title":"Desensitization Outcomes: Quantifying and Questioning","year":2014,"lang":"en","type":"letter","venue":"American Journal of Transplantation","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Desensitization (medicine); Medicine; Intensive care medicine; Internal medicine; Receptor","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04852114,0.0004341562,0.0009273275,0.00181588,0.001500872,0.003436583,0.001554745,0.007178509,0.001490017],"category_scores_gemma":[0.1948615,0.0003012056,0.0005844725,0.001959542,0.003762533,0.005281555,0.002502737,0.009535329,0.001048631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003887437,"about_ca_system_score_gemma":0.003716927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006687756,"about_ca_topic_score_gemma":0.007316868,"domain_scores_codex":[0.9577238,0.0279444,0.004832705,0.001399516,0.007037152,0.001062409],"domain_scores_gemma":[0.8395568,0.1160976,0.01463985,0.004511657,0.02277422,0.002419891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001670645,0.0002628451,0.1257967,0.0004175973,0.0001238136,0.0009394945,0.00384239,0.0006085416,0.0003238799,0.02294243,0.509415,0.3351604],"study_design_scores_gemma":[0.0002371731,0.0007407974,0.1348908,0.007540554,0.0002555729,0.008431959,0.02121524,0.01006838,0.001616484,0.2053301,0.6092073,0.000465465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006729318,0.003504559,0.002222495,0.9805015,0.002443516,0.00003758106,0.000154218,0.00002398675,0.004382799],"genre_scores_gemma":[0.2123403,0.01056707,0.009347965,0.7346545,0.03037723,0.0004050704,0.0002778825,0.0000686726,0.0019613],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04852114,"threshold_uncertainty_score":0.2566074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08806096974675755,"score_gpt":0.4299163744218772,"score_spread":0.3418554046751197,"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."}}