{"id":"W3161387627","doi":"10.3390/cancers13102363","title":"Copy Number Profiles of Prostate Cancer in Men of Middle Eastern Ancestry","year":2021,"lang":"en","type":"article","venue":"Cancers","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Rockyview General Hospital; University of Calgary; University of Toronto","funders":"National Cancer Institute; Prostate Cancer Foundation","keywords":"Copy-number variation; Genetics; Prostate cancer; Biology; Gene duplication; Cancer; Genome; Copy number analysis; Gene","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":[0.0002124155,0.000140914,0.0002003868,0.0007838051,0.0002594008,0.0003467701,0.0001341701,0.0001934597,0.001479809],"category_scores_gemma":[0.0009360932,0.0001445864,0.0001487714,0.000492506,0.0001912128,0.0001849809,0.000331871,0.0001327125,0.0001962799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001166183,"about_ca_system_score_gemma":0.00005631161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001841252,"about_ca_topic_score_gemma":0.001484968,"domain_scores_codex":[0.9998375,0.00002724414,0.00001174878,0.00007069571,0.0000258902,0.00002687807],"domain_scores_gemma":[0.9997157,0.00006282955,0.0001090665,0.00003622332,0.0000269428,0.00004915723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003771517,0.00001042616,0.9885381,0.000009192696,0.0000575619,0.0001680881,0.0002415502,0.00008058614,0.006569035,0.00003311294,0.00004518861,0.003870045],"study_design_scores_gemma":[0.000002074533,0.0000614793,0.9990324,0.000001130012,0.00001459195,0.00039544,0.0000694847,0.00007876097,0.0002206594,0.00001983866,0.0001021198,0.000002135645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994305,0.0001871749,0.00005716935,0.000006334764,7.179354e-7,0.000001319337,0.0001017052,0.000003602015,0.0002114771],"genre_scores_gemma":[0.9996169,0.000056558,0.0000492814,0.000006802217,0.000002276359,0.000001670013,0.0001259692,0.000001661346,0.0001387744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001841252,"threshold_uncertainty_score":0.004950464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05636714061464857,"score_gpt":0.3616988271034275,"score_spread":0.3053316864887789,"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."}}