{"id":"W2043202290","doi":"10.1016/j.humpath.2011.08.012","title":"Assessment of the prognostic significance of endoglin (CD105) in clear cell renal cell carcinoma using automated image analysis","year":2011,"lang":"en","type":"article","venue":"Human Pathology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; London Health Sciences Centre; University of Toronto","funders":"","keywords":"Endoglin; CD31; Hazard ratio; Medicine; Angiogenesis; Renal cell carcinoma; Proportional hazards model; Oncology; Internal medicine; Receiver operating characteristic; Stage (stratigraphy); Immunohistochemistry; Pathology; Confidence interval; Biology; CD34; Stem cell","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":[0.001317995,0.0001991919,0.0002716986,0.002861414,0.000272536,0.0007007308,0.0002944747,0.0004338769,0.00122455],"category_scores_gemma":[0.001770135,0.0001973229,0.0002323146,0.0009423066,0.0002490974,0.0003631638,0.0002563276,0.0002409222,0.0002036047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004109112,"about_ca_system_score_gemma":0.0001960095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001402566,"about_ca_topic_score_gemma":0.001958755,"domain_scores_codex":[0.9993652,0.0001913156,0.00004154879,0.00008244608,0.000241712,0.0000777855],"domain_scores_gemma":[0.998925,0.0004207065,0.0001546775,0.0001028137,0.00034944,0.00004740426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002848364,0.0002491452,0.5157235,0.0002611425,0.0003778372,0.0004804951,0.0002871579,0.003078903,0.2287191,0.001066286,0.001524555,0.2453835],"study_design_scores_gemma":[0.00007024752,0.0004141939,0.8272938,0.00002853099,0.0002384084,0.001959016,0.0001991578,0.07026579,0.09620427,0.000800758,0.002471072,0.00005488462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836728,0.001326831,0.01189547,0.00009710209,0.00002609089,0.00005031079,0.0002065492,0.0002649874,0.002459967],"genre_scores_gemma":[0.9858975,0.0002332966,0.01303268,0.00002137955,0.00001906236,0.00003173234,0.0001811759,0.00001474311,0.000568529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002861414,"threshold_uncertainty_score":0.006970286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05057907476539494,"score_gpt":0.3020641489869086,"score_spread":0.2514850742215137,"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."}}