{"id":"W4399089449","doi":"10.5489/cuaj.8854","title":"Money talks","year":2024,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Economics; Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002551553,0.0008331371,0.0007940998,0.001863571,0.00677713,0.00997122,0.001289408,0.007394962,0.418438],"category_scores_gemma":[0.01385223,0.0004115069,0.0007927133,0.001038832,0.001513117,0.003663371,0.003975509,0.008898902,0.1881466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003870147,"about_ca_system_score_gemma":0.006222321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01234735,"about_ca_topic_score_gemma":0.03309288,"domain_scores_codex":[0.9961286,0.0005154121,0.0001033396,0.0002881725,0.002073099,0.000891416],"domain_scores_gemma":[0.9923702,0.001017874,0.0002712064,0.0002748949,0.002168176,0.003897568],"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":[0.00002352893,0.00001431494,0.00008959549,0.00001330238,0.000002071481,0.00004538998,0.00004993983,0.000009805063,0.00004153375,0.003233039,0.9887062,0.007771137],"study_design_scores_gemma":[0.00000699259,0.000007612799,0.0002848567,0.00002415974,0.000001658986,0.00002534555,0.0001783191,0.00001720724,0.00002017294,0.0007701942,0.9986575,0.000005973474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.00169395,0.004112821,0.0003726916,0.2166232,0.1188657,0.00007877349,0.0008354276,0.0004824706,0.656935],"genre_scores_gemma":[0.005267199,0.0006452929,0.00009740012,0.03277536,0.008367683,0.00003726107,0.0002053307,0.0001453303,0.9524592],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.418438,"threshold_uncertainty_score":0.8295276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01170863958246812,"score_gpt":0.2477873664736177,"score_spread":0.2360787268911496,"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."}}