{"id":"W4383816392","doi":"10.1097/01.cot.0000945288.17020.46","title":"Social Determinants of Health in Patients With Mesothelioma","year":2023,"lang":"en","type":"article","venue":"Oncology Times","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mesothelioma; Medicine; Cancer; Asbestos; Pleurodesis; Disease; Cohort; Oncology; Gerontology; Internal medicine; Pathology; Pleural effusion","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":[0.0004543309,0.0001345007,0.0002249507,0.0004827807,0.0006077315,0.0005667458,0.000282428,0.000672748,0.001902163],"category_scores_gemma":[0.003193541,0.0001418996,0.0005275141,0.001010369,0.0002346814,0.0005678342,0.0005638698,0.001547297,0.0002016007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004413093,"about_ca_system_score_gemma":0.0006487818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01338506,"about_ca_topic_score_gemma":0.01673368,"domain_scores_codex":[0.9995776,0.000126197,0.00004268334,0.00005439731,0.00009338996,0.000105691],"domain_scores_gemma":[0.9990969,0.0001766551,0.0003347488,0.00003003915,0.0001235692,0.0002379795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004628784,0.00004955066,0.9921013,0.00004126942,0.00005850204,0.00009213824,0.0001964506,0.00003155795,0.00003896337,0.0001188618,0.002293586,0.004931711],"study_design_scores_gemma":[0.000009849902,0.00006955807,0.9965922,0.00006647254,0.00004520898,0.0002580638,0.0003818399,0.000116918,0.00002866751,0.0002651308,0.002155802,0.00001030963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608353,0.01177467,0.0001745911,0.01763385,0.0004063079,0.00004390004,0.002924499,0.00001709707,0.006189742],"genre_scores_gemma":[0.9960879,0.001451247,0.00007329548,0.001282008,0.0002206948,0.00002300707,0.0004831453,0.000002327915,0.0003762386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01338506,"threshold_uncertainty_score":0.02661431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01807100341787743,"score_gpt":0.3320548980563304,"score_spread":0.3139838946384529,"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."}}