{"id":"W4283378574","doi":"10.2196/36632","title":"Individualizing the Oncological Treatment of Patients With Metastatic Non–Clear Cell Renal Cell Carcinoma by Using Gene Sequencing and Patient-Reported Outcomes: Protocol for the INDIGO Study","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Region Hovedstaden; Gentofte Hospital","keywords":"Renal cell carcinoma; Medicine; Protocol (science); Internal medicine; Oncology; Bioinformatics; Biology; Pathology; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03201552,0.002462807,0.003867827,0.001265755,0.002259664,0.001980991,0.002431029,0.003350021,0.02118543],"category_scores_gemma":[0.01999737,0.001292099,0.004353603,0.001672514,0.002273143,0.00152064,0.002054358,0.004856311,0.005697033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004658717,"about_ca_system_score_gemma":0.01412252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001126109,"about_ca_topic_score_gemma":0.002365073,"domain_scores_codex":[0.9801024,0.01573119,0.001399863,0.0009411013,0.0009396852,0.0008858315],"domain_scores_gemma":[0.9866142,0.002657846,0.003191732,0.002595085,0.002839579,0.002101625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.7412302,0.02964343,0.008369464,0.01780082,0.002048496,0.0007238573,0.001249027,0.007850573,0.01085223,0.006832936,0.06119031,0.1122087],"study_design_scores_gemma":[0.605732,0.08434469,0.03799643,0.006302641,0.002018086,0.0004349801,0.0005806018,0.004762662,0.007254879,0.006393281,0.2438419,0.0003378298],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007444561,0.0003736386,0.002543142,0.0004901195,0.0001697973,0.9833061,0.003052219,0.00008506793,0.002535302],"genre_scores_gemma":[0.003903171,0.0001558636,0.003287988,0.0002458712,0.0000386377,0.9912066,0.0008073501,0.000008233222,0.0003464175],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03201552,"threshold_uncertainty_score":0.1693163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3216258257929524,"score_gpt":0.4877414516128956,"score_spread":0.1661156258199432,"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."}}