{"id":"W3093191801","doi":"10.1177/2054358120962589","title":"Perspectives From an Onconephrology Interest Group: Conference Report","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Chemotherapy-induced organ toxicity mitigation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto; University Health Network","funders":"National Cancer Institute","keywords":"Medicine; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0001137223,0.00009890408,0.0002715262,0.00009960726,0.00008307691,0.00002926217,0.00006586085,0.00004941555,0.0003496321],"category_scores_gemma":[0.008515424,0.00009358732,0.00004939524,0.00007663962,0.0001212215,0.0001385982,0.000004633104,0.0002497641,0.000003424395],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001733195,"about_ca_system_score_gemma":0.03674199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003590451,"about_ca_topic_score_gemma":0.002349208,"domain_scores_codex":[0.999106,0.00006795062,0.0003362219,0.0001844018,0.00009450972,0.0002108456],"domain_scores_gemma":[0.9493677,0.00001924417,0.0002333973,0.000128154,0.0001563231,0.0500952],"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":[0.003944202,0.0003634434,0.3329783,0.0006974978,0.0003415431,0.01699816,0.06860433,0.000001080246,0.01325111,0.002933485,0.5409106,0.0189763],"study_design_scores_gemma":[0.0248775,0.01367649,0.3910813,0.00218602,0.000686695,0.005279445,0.05164116,0.001121199,0.001566992,0.01344754,0.4929956,0.00144001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5867429,0.0010838,0.0001461621,0.4117104,0.00007539456,0.0001010564,0.00007399807,0.000006528193,0.00005980812],"genre_scores_gemma":[0.8033773,0.00007779612,0.0003241597,0.1956393,0.0004894455,6.336761e-7,0.00007005963,0.00001159146,0.000009688984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2166344,"threshold_uncertainty_score":0.9998363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04891089217600148,"score_gpt":0.3130699185113693,"score_spread":0.2641590263353678,"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."}}