{"id":"W4247814196","doi":"10.1038/sj.modpathol.3800842","title":"Cytopathology","year":2006,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"CD59; Complement system; Decay-accelerating factor; CD46; Complement membrane attack complex; Pathology; Immunohistochemistry; Immunofluorescence; Biology; Complement factor I; Inflammation; Immunology; Antibody; Medicine","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":[0.0003799675,0.0005979129,0.0003275702,0.001645601,0.0005071186,0.001082105,0.0004226326,0.0008065442,0.02899087],"category_scores_gemma":[0.001110332,0.0001687955,0.0003549659,0.0007212975,0.0008720633,0.000638438,0.0006874796,0.0009725184,0.01224777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007797338,"about_ca_system_score_gemma":0.0004692032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007077887,"about_ca_topic_score_gemma":0.0005631555,"domain_scores_codex":[0.9995962,0.00008852501,0.00003991977,0.0000976662,0.0001001171,0.00007761976],"domain_scores_gemma":[0.9994608,0.000081876,0.0001303841,0.0001222791,0.0001258302,0.00007891987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002294047,0.0005245834,0.1260917,0.00205951,0.0002413266,0.1210834,0.0008620591,0.0005370292,0.1467892,0.04112012,0.08535983,0.4730374],"study_design_scores_gemma":[0.0002220835,0.0004930806,0.09334742,0.0008654346,0.0001028141,0.4819804,0.000448412,0.0008831302,0.02031334,0.0106785,0.3906245,0.00004084561],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3505026,0.09670819,0.02621341,0.00893916,0.003988469,0.001367185,0.004113066,0.002159795,0.506008],"genre_scores_gemma":[0.8782237,0.01508914,0.004270701,0.005027669,0.001207358,0.0002862013,0.002884464,0.0001734042,0.09283735],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02899087,"threshold_uncertainty_score":0.09698409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01642610740306322,"score_gpt":0.2962534328056567,"score_spread":0.2798273254025935,"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."}}