{"id":"W2966773770","doi":"10.1002/cncy.22167","title":"Immunocytochemistry for ARID1A as a potential biomarker in urine cytology of bladder cancer","year":2019,"lang":"en","type":"article","venue":"Cancer Cytopathology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Biomarker; Immunocytochemistry; Cytology; Urine cytology; Bladder cancer; Urine; Cancer; Pathology; ARID1A; Oncology; Urology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001044963,0.0001911612,0.0001669496,0.001052754,0.0002297005,0.0002351159,0.0002618748,0.0003069668,0.001030812],"category_scores_gemma":[0.00111132,0.0001466957,0.00012068,0.0003157029,0.0003210262,0.0001741053,0.0003006278,0.0001831317,0.0002944025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000253111,"about_ca_system_score_gemma":0.0001798984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004067276,"about_ca_topic_score_gemma":0.0006986221,"domain_scores_codex":[0.9996582,0.0001040282,0.00005759774,0.00006314458,0.00008213127,0.00003488063],"domain_scores_gemma":[0.9992813,0.0002520058,0.0001110153,0.00007023088,0.0002117749,0.00007355179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005818406,0.00007771157,0.4596759,0.0002366664,0.0000781166,0.001216042,0.0002664211,0.0002082621,0.5223428,0.0001374368,0.0004594464,0.01471929],"study_design_scores_gemma":[0.0001042408,0.001112825,0.6868415,0.0001393583,0.0003001147,0.01431471,0.0009264085,0.007808493,0.2808303,0.0004033793,0.007187585,0.00003105091],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934679,0.001921516,0.003114477,0.00009486472,0.000025558,0.00005535537,0.00009306341,0.00004354214,0.001183719],"genre_scores_gemma":[0.9945491,0.0004426509,0.004567388,0.0000341312,0.00001473092,0.00004410806,0.0001224191,0.000004247597,0.0002212137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001052754,"threshold_uncertainty_score":0.005526364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01788707367242749,"score_gpt":0.3338493086620243,"score_spread":0.3159622349895969,"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."}}