{"id":"W3196599735","doi":"10.1200/cci.21.00050","title":"Interactive Data Visualization Tool for Patient-Centered Decision Making in Kidney Cancer","year":2021,"lang":"en","type":"article","venue":"JCO Clinical Cancer Informatics","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System; University of Calgary","funders":"","keywords":"Usability; Visualization; Medicine; Interactive visualization; Kidney cancer; Computer science; Medical physics; Renal cell carcinoma; Oncology; Human–computer interaction; Data mining","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006924932,0.0001587948,0.0003252623,0.0001178127,0.00008191176,0.0003776237,0.001059517,0.0001162487,0.00009725796],"category_scores_gemma":[0.002905758,0.0001496212,0.00008301555,0.0006877432,0.00003388894,0.002270479,0.001181489,0.0001835448,0.0000167135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001349488,"about_ca_system_score_gemma":0.0007279658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001540144,"about_ca_topic_score_gemma":0.0001839894,"domain_scores_codex":[0.9973258,0.00009101192,0.001576374,0.0003405644,0.0003899112,0.0002763479],"domain_scores_gemma":[0.9972379,0.0006437014,0.000555366,0.000998083,0.0004415268,0.0001234693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001480171,0.0005243627,0.03136459,0.0003693322,0.00008251096,0.00000891221,0.003268321,0.001703094,0.000005496123,0.01140801,0.08354142,0.8675759],"study_design_scores_gemma":[0.00122538,0.00005635792,0.001033227,0.0006774245,0.00002219514,0.000001677877,0.0002340663,0.877757,0.00007354668,0.000587385,0.1181108,0.000221053],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004539335,0.00009723453,0.9916491,0.0004483216,0.001948153,0.0003230771,0.0006991118,0.00006345139,0.0002322306],"genre_scores_gemma":[0.5406091,0.004339128,0.3669139,0.08222335,0.0009262157,0.0002983113,0.00422013,0.00009299113,0.0003768367],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8760539,"threshold_uncertainty_score":0.6101375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1331235295341206,"score_gpt":0.4882935578949105,"score_spread":0.3551700283607899,"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."}}