{"id":"W4416731487","doi":"10.1111/acps.70054","title":"The Impact of Preexisting Severe Mental Disorders on Cancer Mortality: A Systematic Review and Meta‐Analysis","year":2025,"lang":"en","type":"article","venue":"Acta Psychiatrica Scandinavica","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kræftens Bekæmpelse; Dagmar Marshalls Fond","keywords":"Cancer; Mental health; MEDLINE; Health care; Risk assessment; Risk factor; Disease","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":[0.0003568441,0.0002243994,0.001374804,0.0001665235,0.0001815814,0.00002816284,0.0001661752,0.00005343306,0.0001173762],"category_scores_gemma":[0.0000671772,0.0001202114,0.001022768,0.001483961,0.00007296961,0.0000378127,0.00004724179,0.0001623472,7.843895e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001195952,"about_ca_system_score_gemma":0.000135091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005565924,"about_ca_topic_score_gemma":0.003430152,"domain_scores_codex":[0.9985562,0.0001409058,0.00047781,0.0003033748,0.0002933252,0.0002284004],"domain_scores_gemma":[0.9987252,0.0002158646,0.0002819528,0.0006100966,0.00006954888,0.00009728128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0005009301,0.0004967453,0.1966694,0.2308689,0.5491008,0.00000305457,0.0009976804,0.0000162128,0.0000144067,0.0007423509,0.02007296,0.0005166338],"study_design_scores_gemma":[0.0007449086,0.0003794996,0.04306098,0.004492422,0.9499478,0.000007289498,0.0004447069,0.0001023268,0.000003912171,0.0002537753,0.0002915339,0.0002707786],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1141975,0.8349496,0.00002881462,0.02308819,0.0004257817,0.005943156,0.0005264535,0.000100621,0.02073997],"genre_scores_gemma":[0.9755528,0.0223975,0.000009397615,0.0005940423,0.00001740515,0.0002768502,0.00001459216,0.00001221733,0.001125203],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8613553,"threshold_uncertainty_score":0.8414049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02288840861681199,"score_gpt":0.3696112908376673,"score_spread":0.3467228822208553,"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."}}