{"id":"W4379981168","doi":"10.21203/rs.3.rs-2771190/v1","title":"Expert Consensus on the Management of Advanced Clear-cell Renal Cell Carcinoma: Indian Perspective (Pearl-india)","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"Glenmark Pharmaceuticals","keywords":"Pearl; Perspective (graphical); Renal cell carcinoma; Medicine; Oncology; Geography; Computer science; Artificial intelligence; Archaeology","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":[0.01708485,0.0006229749,0.001302915,0.002537732,0.001200026,0.0035187,0.00376963,0.006337309,0.008010925],"category_scores_gemma":[0.02424578,0.0004082182,0.002136563,0.002422926,0.001532168,0.002834223,0.002798496,0.008641935,0.004971165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003955283,"about_ca_system_score_gemma":0.02017735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01003696,"about_ca_topic_score_gemma":0.01059153,"domain_scores_codex":[0.9914109,0.002925056,0.001988298,0.000573158,0.002361709,0.0007408053],"domain_scores_gemma":[0.9745578,0.004944336,0.001320132,0.0005518621,0.0156993,0.002926605],"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":[0.00004063173,0.00004634876,0.0004481585,0.003509618,0.00004631827,0.0002640433,0.0004041549,0.0003324177,0.0002697122,0.006878674,0.8073639,0.1803961],"study_design_scores_gemma":[0.00002806272,0.00003437906,0.000959743,0.01196754,0.00007809985,0.0005579818,0.0006456586,0.0001356487,0.0001762286,0.005248762,0.9801272,0.00004070384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001108,0.1825867,0.004959256,0.7152248,0.06086444,0.0002852544,0.001236897,0.0002132121,0.03352147],"genre_scores_gemma":[0.0417308,0.4815463,0.03776324,0.353239,0.04026113,0.0008019205,0.005007312,0.0002673475,0.03938292],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01708485,"threshold_uncertainty_score":0.09035438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08929414915814388,"score_gpt":0.3794538542415087,"score_spread":0.2901597050833648,"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."}}