{"id":"W4406915927","doi":"10.5489/cuaj.9136","title":"Fact-checking my CaRMS letter, or a Valentine to urology","year":2025,"lang":"en","type":"editorial","venue":"Canadian Urological Association Journal","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Urology; Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01095055,0.003935086,0.003965047,0.007986332,0.009673811,0.01320911,0.004860968,0.05287004,0.02775037],"category_scores_gemma":[0.06326129,0.001826951,0.003755162,0.003341463,0.004063826,0.00427457,0.002068202,0.03108324,0.01331929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009800705,"about_ca_system_score_gemma":0.01588751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02815751,"about_ca_topic_score_gemma":0.08999311,"domain_scores_codex":[0.9897879,0.001573242,0.001137333,0.0008581066,0.00576848,0.0008749582],"domain_scores_gemma":[0.9492723,0.0212079,0.002396559,0.001213691,0.01710942,0.008800196],"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":[0.000007074498,0.000006677233,0.00001878837,0.00003442081,0.000005816538,0.00007153006,0.000008197026,0.000006405475,0.00000619846,0.00009776479,0.9987291,0.001008111],"study_design_scores_gemma":[0.00007969493,0.00002312512,0.0004804552,0.0006858144,0.00007255669,0.0001890495,0.0001217568,0.0001444193,0.00004044131,0.0009999197,0.9971346,0.00002826092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003388211,0.002754532,0.00005669388,0.1025876,0.88996,0.00003138841,0.00007290782,0.00003940268,0.004463559],"genre_scores_gemma":[0.0005597614,0.002835846,0.0001341327,0.08987074,0.8863114,0.00003467377,0.00005488933,0.0000447221,0.02015375],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05287004,"threshold_uncertainty_score":0.09283423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03818994685840139,"score_gpt":0.3878298640801303,"score_spread":0.3496399172217289,"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."}}