{"id":"W2042384883","doi":"10.1177/0269216309106978","title":"Depression assessment and classification in palliative cancer patients: a systematic literature review","year":2009,"lang":"en","type":"review","venue":"Palliative Medicine","topic":"Cancer survivorship and care","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"CINAHL; Medicine; Palliative care; Depression (economics); MEDLINE; Systematic review; Anxiety; Psychiatry; Psychological intervention; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005410052,0.0009080436,0.004809563,0.009494068,0.00048524,0.001680278,0.001387426,0.001264308,0.002415644],"category_scores_gemma":[0.02406398,0.0006304889,0.002772642,0.01176103,0.0005534202,0.001817505,0.0009368454,0.0007032107,0.0002383553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00248233,"about_ca_system_score_gemma":0.006488392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005732836,"about_ca_topic_score_gemma":0.01803464,"domain_scores_codex":[0.9958817,0.001472332,0.001581345,0.0002536124,0.0007161541,0.00009494054],"domain_scores_gemma":[0.9855925,0.01010036,0.00264823,0.0001537831,0.001340558,0.0001644404],"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":[0.000174835,0.00004748288,0.002579416,0.7734198,0.003041363,0.0002211674,0.0004124309,0.0001138126,0.0001833615,0.0002511531,0.002937822,0.2166174],"study_design_scores_gemma":[0.0003598382,0.0004255261,0.02038334,0.9121095,0.0306166,0.00204677,0.001000505,0.0001960449,0.0002813205,0.000383059,0.03214006,0.00005738699],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001125401,0.9981388,0.00009422254,0.0001853284,0.00005717066,0.0001408901,0.00008388625,0.000002569011,0.000171741],"genre_scores_gemma":[0.0102986,0.9883484,0.0007544646,0.0001913064,0.00004153035,0.0002032459,0.00009894327,0.000001169486,0.0000623372],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009494068,"threshold_uncertainty_score":0.02861142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07250003757300563,"score_gpt":0.4307115061338823,"score_spread":0.3582114685608767,"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."}}