{"id":"W4241249372","doi":"10.21203/rs.3.rs-728952/v1","title":"Prognostic and Therapeutic Potential of The OIP5 Network in Papillary Renal Cell Carcinoma","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Papillary renal cell carcinomas; Downregulation and upregulation; Cancer research; Biology; Clear cell renal cell carcinoma; Internal medicine; Carcinoma; Oncology; Medicine; Gene; Renal cell carcinoma","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006967677,0.0003087028,0.000274853,0.0008876629,0.0003849412,0.001180719,0.0003644933,0.0002889525,0.004976708],"category_scores_gemma":[0.003285937,0.0001025047,0.0003290419,0.001162275,0.000266886,0.0006013938,0.0008298197,0.0004037786,0.0007223496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006578442,"about_ca_system_score_gemma":0.0006901388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003054825,"about_ca_topic_score_gemma":0.003173025,"domain_scores_codex":[0.9996148,0.0001056961,0.00001786828,0.00007971538,0.0000960673,0.00008577607],"domain_scores_gemma":[0.9992834,0.0002014734,0.0001598893,0.00007241342,0.0001097343,0.0001731707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001723305,0.000073162,0.8436675,0.000261296,0.0004811036,0.0004675297,0.00019465,0.006774136,0.005526606,0.006191174,0.00940223,0.1252372],"study_design_scores_gemma":[0.00008843552,0.0003102655,0.8886671,0.0002682426,0.001217563,0.001976067,0.0009549469,0.03386294,0.005692941,0.02024672,0.04667077,0.00004397798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570587,0.00784984,0.004411463,0.002402605,0.0002184528,0.00003530552,0.008896807,0.0001073268,0.01901938],"genre_scores_gemma":[0.993556,0.0009272902,0.00129725,0.00007629758,0.00008035715,0.00001695886,0.002739258,0.00002026311,0.001286437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004976708,"threshold_uncertainty_score":0.01664877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04709941115006169,"score_gpt":0.3256316775988666,"score_spread":0.278532266448805,"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."}}