{"id":"W2973682764","doi":"10.1016/j.canep.2019.101601","title":"Socioeconomic predictors of suicide risk among cancer patients in the United States: A population-based study","year":2019,"lang":"en","type":"article","venue":"Cancer Epidemiology","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Socioeconomic status; Medicine; Demography; Cohort; Population; Epidemiology; Cohort study; Poverty; Educational attainment; Poison control; Gerontology; Environmental health; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001477313,0.0002222511,0.000747117,0.0002301253,0.00007357948,0.000002946071,0.0003340692,0.0001518869,0.001147481],"category_scores_gemma":[0.0002703973,0.0001592977,0.0001139564,0.00022302,0.0001199498,0.00004522322,0.00003925778,0.0003457283,0.0000624036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002140076,"about_ca_system_score_gemma":0.00005161673,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2336038,"about_ca_topic_score_gemma":0.02894627,"domain_scores_codex":[0.996065,0.002030771,0.0008806533,0.0004660523,0.00008657563,0.0004709089],"domain_scores_gemma":[0.9950688,0.003685103,0.0006626211,0.0004467894,0.00009096132,0.00004569254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001589016,0.0002388987,0.9777253,0.00001673242,0.0002998003,9.444723e-7,0.006924219,0.01191794,3.007612e-7,0.00004816963,0.002523458,0.0001453524],"study_design_scores_gemma":[0.001922127,0.0003200121,0.9919547,0.00001111036,0.00009503702,3.909477e-8,0.004397634,0.0005694397,9.292784e-7,0.0003252034,0.0002536717,0.000150092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995677,0.0009551846,0.000008020575,0.0004761631,0.001454528,0.001117162,0.0001895819,0.00002841468,0.00009397905],"genre_scores_gemma":[0.9965999,0.0001699653,0.000005960423,0.002184157,0.0001027041,0.0006847754,0.0001534336,0.00002393562,0.00007521705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2046575,"threshold_uncertainty_score":0.9997656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04897681943466792,"score_gpt":0.373891671248167,"score_spread":0.3249148518134991,"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."}}