{"id":"W4250316970","doi":"10.21203/rs.2.17590/v1","title":"Molecular Characterization of Prostate Cancer in Middle Eastern Population Highlights Differences with Western Populations with Prognostic Implication","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Prostate cancer; Population; Oncology; Cancer; Medicine; Demography; Geography; Gynecology; Internal medicine; Political science; Environmental health; Sociology","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":[0.0002769597,0.0001281297,0.0001991085,0.000879421,0.0003180963,0.000523907,0.0001882697,0.00013989,0.002039871],"category_scores_gemma":[0.0005185837,0.0000880956,0.0001879481,0.0008634132,0.0002215984,0.0002501343,0.0003102083,0.0001683186,0.0001734128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001657686,"about_ca_system_score_gemma":0.0001853286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00376192,"about_ca_topic_score_gemma":0.0038063,"domain_scores_codex":[0.9998199,0.00003491636,0.00001641399,0.00005386652,0.00003765923,0.00003715062],"domain_scores_gemma":[0.9997512,0.00002722693,0.0001163649,0.00002438161,0.00003405772,0.00004682187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006069038,0.00001508405,0.9960721,0.00001747056,0.00004186208,0.00008505314,0.0001407919,0.00002964039,0.001020881,0.00006466417,0.00006943907,0.002382379],"study_design_scores_gemma":[6.513859e-7,0.00002214966,0.9993537,0.000003403904,0.00001321203,0.0001488328,0.0001460853,0.00004021137,0.00006381788,0.00002977468,0.0001769734,0.000001114867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985875,0.0004367458,0.0001324863,0.00003549411,0.000004289661,0.000004480529,0.0001952004,0.000003997462,0.0005998121],"genre_scores_gemma":[0.9996345,0.00008835128,0.00003105281,0.00001179862,0.000005979638,0.000002032137,0.0001194534,9.87068e-7,0.0001057749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00376192,"threshold_uncertainty_score":0.007480025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07541858581927788,"score_gpt":0.383787015059195,"score_spread":0.3083684292399171,"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."}}