{"id":"W4380151052","doi":"10.1016/j.jval.2023.03.145","title":"CO71 The Impact of Socioeconomic Status (SES), Insurance Type, and Treatment Facility on Survival in Metastatic Prostate Cancer (MPC): A Systematic Literature Review (SLR) of Social Determinants of Health (SDOH)","year":2023,"lang":"en","type":"article","venue":"Value in Health","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"EVERSANA (Canada)","funders":"","keywords":"Melanoma; Nevus; Medicine; Blue nevus; Dermatology; Malignancy; Pathology; Cancer research","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":[0.006400142,0.0008209649,0.003473174,0.009162711,0.0005635682,0.002105541,0.0008527767,0.001482909,0.003856598],"category_scores_gemma":[0.03428049,0.0007909973,0.01365795,0.01016597,0.0007206814,0.001494335,0.001868035,0.0008627968,0.0003418094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001908132,"about_ca_system_score_gemma":0.007084813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.033667,"about_ca_topic_score_gemma":0.08831866,"domain_scores_codex":[0.9932618,0.002107335,0.002629974,0.0007133007,0.000925266,0.0003624399],"domain_scores_gemma":[0.9782935,0.01510639,0.004626819,0.0004506811,0.001270508,0.000252004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0008850888,0.00006904095,0.08816322,0.7062284,0.1345798,0.0002233972,0.0005660556,0.0002851387,0.0002604334,0.0004283093,0.002505391,0.06580571],"study_design_scores_gemma":[0.0006248244,0.0004515551,0.1487263,0.421138,0.4096568,0.0004980998,0.0008353296,0.0002454814,0.0003224458,0.00052984,0.01684719,0.0001240249],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.015398,0.979059,0.0001792843,0.0005011617,0.0001189375,0.0002267855,0.003884418,0.000008835629,0.0006235511],"genre_scores_gemma":[0.2757377,0.7180536,0.001303197,0.001334045,0.0001742179,0.0008002936,0.002079105,0.00001298498,0.0005047988],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.033667,"threshold_uncertainty_score":0.0669421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05854703843497897,"score_gpt":0.3799122696041545,"score_spread":0.3213652311691755,"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."}}