{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006553506,0.00004336097,0.0001859806,0.00007517842,0.00002547704,5.044754e-7,0.0000219348,0.0000314599,0.0001300283],"category_scores_gemma":[0.000008398937,0.00003226886,0.00001938525,0.0001250826,0.00006985774,0.00001812295,0.00001679528,0.00002870696,0.0000724582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006788504,"about_ca_system_score_gemma":0.0000861982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002187217,"about_ca_topic_score_gemma":0.0000133178,"domain_scores_codex":[0.9995652,0.0000287696,0.0001293172,0.00007945068,0.0000910341,0.0001062159],"domain_scores_gemma":[0.9998392,0.00002449218,0.00005849536,0.00004082048,0.000007790914,0.00002919372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003375232,0.0003493087,0.9712543,0.00002653047,0.000009881551,0.000007249234,0.0001134171,0.000001282646,0.00000839935,0.00001746527,0.003818024,0.02405661],"study_design_scores_gemma":[0.001510575,0.0009270729,0.9958178,0.00002379833,0.00001033324,7.637373e-7,0.00004255414,0.00001409374,0.00002972897,0.00006936003,0.001524849,0.00002905575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968891,0.00002401617,2.172795e-7,0.0009449455,0.00001715954,0.0001310115,0.00001915781,0.00001402653,0.00196038],"genre_scores_gemma":[0.9985076,0.00000699263,0.00006668301,0.0002751701,0.0000149813,0.000008216266,0.00006717014,0.000006163536,0.001047011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02456351,"threshold_uncertainty_score":0.1423718,"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."}}