{"id":"W2538875560","doi":"10.7326/l16-0328","title":"Hematuria as a Marker of Occult Urinary Tract Cancer","year":2016,"lang":"en","type":"letter","venue":"Annals of Internal Medicine","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Context (archaeology); Occult; Family medicine; General surgery; Internal medicine; Pathology; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001474841,0.0002883182,0.0005499308,0.002217902,0.0004145363,0.001547439,0.0004619657,0.001806425,0.005392892],"category_scores_gemma":[0.01430049,0.0002104325,0.0004147619,0.001124244,0.0008529734,0.0009844122,0.0005234997,0.002901478,0.001573593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009727112,"about_ca_system_score_gemma":0.0008739516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002187278,"about_ca_topic_score_gemma":0.003312824,"domain_scores_codex":[0.9981456,0.0006550153,0.0003008443,0.0001327459,0.0005538506,0.0002120157],"domain_scores_gemma":[0.9938371,0.002666866,0.00117575,0.000209819,0.001453146,0.0006573952],"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":[0.0009029052,0.0001477313,0.2948465,0.001495639,0.0002477612,0.03706885,0.0006656186,0.0003941064,0.002294564,0.008572669,0.4129491,0.2404145],"study_design_scores_gemma":[0.0002183738,0.0009337646,0.2661294,0.01274643,0.0006173503,0.2131357,0.002325817,0.002593375,0.00705429,0.01344472,0.4805026,0.0002980486],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0934727,0.3833663,0.004328365,0.3826708,0.03985121,0.0001222532,0.001096033,0.0003253232,0.09476699],"genre_scores_gemma":[0.789926,0.1003828,0.003428887,0.05031374,0.0416569,0.00004826362,0.0007320024,0.0000825848,0.0134288],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.005392892,"threshold_uncertainty_score":0.01804096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05518500840019302,"score_gpt":0.3793033826596076,"score_spread":0.3241183742594145,"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."}}