{"id":"W2159141926","doi":"10.1093/annonc/mds575","title":"Prevalence of depression in adults with cancer: a systematic review","year":2012,"lang":"en","type":"review","venue":"Annals of Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":303,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Cancer Research UK","keywords":"Medicine; Depression (economics); Sample size determination; Cancer; Quality of life (healthcare); Psychiatry; Statistics; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007278888,0.0002537674,0.004688664,0.0001655404,0.000006916557,7.357513e-7,0.0002066484,0.0002877692,0.0001535272],"category_scores_gemma":[0.0001383788,0.0001536951,0.0003321334,0.000360894,0.0000805667,0.0000383447,0.00005308774,0.0002850381,0.000006175504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008136306,"about_ca_system_score_gemma":0.0008057831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004847393,"about_ca_topic_score_gemma":0.0005780814,"domain_scores_codex":[0.9976602,0.0004305523,0.001134234,0.0002583375,0.000271621,0.0002451125],"domain_scores_gemma":[0.9974589,0.0002613808,0.001360408,0.0005377074,0.000280959,0.0001006034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006246848,0.0001116525,0.0002954293,0.7385199,0.0001114307,0.00001385849,0.0001423251,2.084823e-8,4.361909e-8,0.000004418664,0.0001864346,0.260552],"study_design_scores_gemma":[0.0002561292,0.0006489103,0.00005453913,0.8566065,0.004041294,0.00009462208,0.00002038168,1.282237e-7,0.000002398964,7.721411e-7,0.1381635,0.0001107809],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003404441,0.9954768,9.533717e-7,0.0001026195,0.0001464337,0.002795882,0.00006306636,0.000007716711,0.001372491],"genre_scores_gemma":[0.0007180391,0.9977738,0.00001442496,0.0002803101,0.00006316926,0.0008962739,0.00001998722,0.00002705003,0.000206981],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2604412,"threshold_uncertainty_score":0.6267506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1120275675706889,"score_gpt":0.440134100371758,"score_spread":0.3281065328010691,"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."}}