{"id":"W4309746225","doi":"10.5489/cuaj.8178","title":"2022 European Society for Medical Oncology: Meeting highlights","year":2022,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Princess Margaret Cancer Centre; University of British Columbia; London Health Sciences Centre; McMaster University; Juravinski Cancer Centre; University of Ottawa; Dalhousie University","funders":"","keywords":"Medicine; Political science; Engineering ethics; Medical physics; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004360908,0.001221016,0.0008832111,0.002075777,0.00210497,0.005263241,0.001239356,0.00875435,0.1005696],"category_scores_gemma":[0.01101578,0.0005181516,0.0008774444,0.001368879,0.0008760468,0.001471307,0.002466278,0.005020814,0.0469663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003823802,"about_ca_system_score_gemma":0.01169316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006565599,"about_ca_topic_score_gemma":0.01770441,"domain_scores_codex":[0.995983,0.0006150875,0.000251442,0.0002990022,0.002006925,0.0008445363],"domain_scores_gemma":[0.9849504,0.001035054,0.0009500413,0.0002788326,0.007061485,0.00572419],"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":[0.00002514189,0.000009040703,0.0001376229,0.00006932524,0.000005039497,0.00008277038,0.000006465327,0.0000191236,0.0001077251,0.0002701766,0.9852419,0.01402564],"study_design_scores_gemma":[0.00001317845,0.00001033824,0.0006685662,0.00009250914,0.000004270507,0.0001341204,0.00002783722,0.00002628203,0.00005124479,0.0001881972,0.9987783,0.000005152526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0009746109,0.02583985,0.0006653822,0.4025133,0.4226373,0.0002552185,0.001536079,0.0002171261,0.1453612],"genre_scores_gemma":[0.01492708,0.0295204,0.001567539,0.1430327,0.4345627,0.0003609501,0.002637835,0.0003437978,0.3730469],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1005696,"threshold_uncertainty_score":0.3364388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01844660541298742,"score_gpt":0.247242629844888,"score_spread":0.2287960244319006,"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."}}