{"id":"W2920675014","doi":"10.1038/s41416-019-0390-0","title":"The impact of psychiatric utilisation prior to cancer diagnosis on survival of solid organ malignancies","year":2019,"lang":"en","type":"article","venue":"British Journal of Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Women's College Hospital; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; Institute for Work & Health; Princess Margaret Cancer Centre; University Health Network; University of Toronto; Health Sciences Centre","funders":"National Cancer Institute; Astellas Pharma; Ontario Ministry of Health and Long-Term Care; Canadian Urological Oncology Group; Institute for Clinical Evaluative Sciences; Cancer Care Ontario; Canadian Urological Association","keywords":"Cancer; Medicine; Solid organ; Oncology; Psychiatry; Internal medicine; Organ transplantation; Transplantation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003911046,0.0001218683,0.0004841538,0.0001206162,0.00005170089,0.00002151253,0.0001753076,0.00006442604,0.0008065941],"category_scores_gemma":[0.0001127531,0.00009240364,0.0003286483,0.0004073064,0.00005082239,0.00008599974,0.0000211696,0.0002106032,0.000003027516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002648803,"about_ca_system_score_gemma":0.0007502261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01133791,"about_ca_topic_score_gemma":0.01431237,"domain_scores_codex":[0.9984383,0.00006359175,0.0005576489,0.0001275185,0.0005942487,0.0002187061],"domain_scores_gemma":[0.9982411,0.0001316508,0.0005252374,0.0001811613,0.0007810305,0.0001397815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001703477,0.0001898672,0.722991,0.0002023486,0.0004343975,0.00002586506,0.001061254,0.000585635,0.002982178,0.00002857069,0.01165843,0.258137],"study_design_scores_gemma":[0.001669319,0.001270976,0.97743,0.001757295,0.0001733482,0.00009678909,0.0005904642,0.000009671857,0.009389549,0.00004380084,0.007440634,0.0001281076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794133,0.01713994,0.000009894797,0.0008658924,0.001703605,0.0002828779,0.0002023705,0.00000465684,0.0003774839],"genre_scores_gemma":[0.9869063,0.01201456,0.00001634454,0.0001525319,0.0005159956,0.00002947737,0.000001371676,0.00002483338,0.0003386118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2580089,"threshold_uncertainty_score":0.9952457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511019632079667,"score_gpt":0.325955593641005,"score_spread":0.3108453973202083,"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."}}