{"id":"W6977288849","doi":"10.6084/m9.figshare.12211265","title":"Additional file 2 of Management of complex renal cysts in Canada: results of a survey study","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McGill University; Ottawa Hospital; Princess Margaret Cancer Centre; Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Cyst; Nephrectomy; MEDLINE; Kidney; Survey research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005553089,0.0003508095,0.0006086804,0.002284436,0.001247412,0.0007925274,0.001002942,0.0004517221,0.4018501],"category_scores_gemma":[0.01310234,0.0002838966,0.0005412133,0.00613964,0.0002483913,0.0007406499,0.0005482163,0.0005014708,0.01533012],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006618374,"about_ca_system_score_gemma":0.01152037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7590973,"about_ca_topic_score_gemma":0.8136172,"domain_scores_codex":[0.999315,0.0000507303,0.0001273762,0.00008942896,0.000242296,0.0001751233],"domain_scores_gemma":[0.9896315,0.002594175,0.001530559,0.0002914936,0.005278703,0.0006735592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000238769,0.0000970919,0.03711344,0.001371146,0.00004852982,0.00008991383,0.0001230398,0.0003525431,0.00003514213,0.0005479635,0.9491671,0.01081531],"study_design_scores_gemma":[0.002636193,0.0001855926,0.5935803,0.006227782,0.0002634017,0.0005925201,0.002264771,0.002016559,0.0004133534,0.001455388,0.3902326,0.000131591],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.001854656,0.00004017555,0.0000423725,0.0001703082,0.00001288823,0.0001385299,0.9941309,0.00002541573,0.003584771],"genre_scores_gemma":[0.08989139,0.0008105093,0.001370899,0.0009627211,0.000122503,0.002257159,0.8766593,0.0001699717,0.02775554],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9933816,"threshold_uncertainty_score":0.8531882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1244584237593376,"score_gpt":0.2676112020013339,"score_spread":0.1431527782419962,"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."}}