{"id":"W2122142164","doi":"10.1177/0269216313499961","title":"Research on psychological and social factors in palliative care: An invited commentary","year":2013,"lang":"en","type":"article","venue":"Palliative Medicine","topic":"Cancer survivorship and care","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Psychosocial; Palliative care; Psychological intervention; Medicine; Distress; Randomized controlled trial; Clinical trial; Nursing; Clinical psychology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03688631,0.001889394,0.004336558,0.00366465,0.004357688,0.005932748,0.008038239,0.04519451,0.008481453],"category_scores_gemma":[0.1577663,0.001118307,0.003669258,0.004735375,0.01077027,0.01241064,0.00450893,0.03536696,0.002500815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01304173,"about_ca_system_score_gemma":0.02422401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02079754,"about_ca_topic_score_gemma":0.02360458,"domain_scores_codex":[0.9709329,0.01662871,0.004238727,0.002248687,0.004919697,0.001031339],"domain_scores_gemma":[0.6399332,0.3157884,0.00742098,0.002602698,0.02840292,0.005851834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001501584,0.00004644216,0.000523813,0.01278576,0.0001807141,0.0007413136,0.0008369664,0.0001477443,0.0001152349,0.005676958,0.9457313,0.03306362],"study_design_scores_gemma":[0.0003160437,0.0001662198,0.003427234,0.1174873,0.0006453631,0.00205155,0.003680152,0.0003579462,0.0002429912,0.02035353,0.8510869,0.0001846896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001376899,0.1100563,0.00009537892,0.8261148,0.06294196,0.00002069472,0.00006537754,0.000007711461,0.0005600609],"genre_scores_gemma":[0.004850813,0.1133429,0.0003574461,0.733596,0.1466081,0.0001552898,0.00006645118,0.00002326367,0.0009997973],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04519451,"threshold_uncertainty_score":0.1950758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1994586295177497,"score_gpt":0.4690099160650316,"score_spread":0.2695512865472819,"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."}}