{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000446588,0.0002355606,0.0005038548,0.0003485164,0.0001548201,0.00001491873,0.0001274461,0.0001652338,0.0005089403],"category_scores_gemma":[0.0001328099,0.0001582097,0.00004091323,0.0005817832,0.0006299024,0.00007920318,0.00005711398,0.0008989816,0.00001830115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003370359,"about_ca_system_score_gemma":0.00001377261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005982583,"about_ca_topic_score_gemma":0.002426757,"domain_scores_codex":[0.9975756,0.000460902,0.0003050717,0.0005192577,0.0006956686,0.0004435375],"domain_scores_gemma":[0.9986448,0.0005032717,0.00006372553,0.0002313542,0.0003101136,0.0002467883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005505578,0.0004115774,0.8599803,0.0001408389,0.0000601506,0.00005197531,0.1016408,4.232366e-7,0.001102691,0.0003801891,0.02694733,0.008733168],"study_design_scores_gemma":[0.002945084,0.003015278,0.8993703,0.000222614,0.00002145189,4.85807e-7,0.09022882,0.00002310017,0.0002223747,0.0004915301,0.003311865,0.0001471145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9312099,0.0004565053,0.0000118136,0.06564043,0.0001897227,0.0007803476,0.00001722394,0.00003829868,0.001655713],"genre_scores_gemma":[0.9806346,0.0001644606,0.00002958537,0.01827046,0.0004573663,0.0001303681,0.0002475507,0.00002291016,0.0000427181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04942464,"threshold_uncertainty_score":0.9043915,"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."}}