{"id":"W2156648140","doi":"10.1634/theoncologist.2015-0012","title":"Frequency, Predictors, and Medical Record Documentation of Chemical Coping Among Advanced Cancer Patients","year":2015,"lang":"en","type":"article","venue":"The Oncologist","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Multinational Association of Supportive Care in Cancer","keywords":"Medicine; Coping (psychology); Medical record; Confidence interval; Odds ratio; Concordance; Palliative care; Psychiatry; Internal medicine; Family medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003439742,0.00007122124,0.0001664884,0.0000242629,0.00002290461,0.00000620258,0.00009234372,0.00006479536,0.00008924685],"category_scores_gemma":[0.0003916628,0.0000454988,0.00002116027,0.00008161212,0.0002813446,0.00007102852,0.00005204218,0.0001106934,0.000002939557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000122179,"about_ca_system_score_gemma":0.00007920287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004064978,"about_ca_topic_score_gemma":0.00008591194,"domain_scores_codex":[0.9991995,0.0000473339,0.0001992793,0.0001199127,0.0003160441,0.0001179917],"domain_scores_gemma":[0.9995005,0.00008563462,0.0001108918,0.0001168845,0.00007312301,0.0001130007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001109989,0.00008010727,0.9847733,0.00004158893,0.00003074403,0.000003877004,0.0003966285,9.520808e-7,0.000312323,0.00007395716,0.005213866,0.008961669],"study_design_scores_gemma":[0.005735606,0.0006868443,0.985566,0.0002972283,0.0001768443,7.533406e-7,0.0003841636,0.0004513946,0.00156028,0.0007199476,0.004283239,0.0001376615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953521,0.0002249488,0.00004681288,0.001393713,0.0002268194,0.0003468342,0.000002920919,0.00002929757,0.00237656],"genre_scores_gemma":[0.9984121,0.000322716,0.0004282595,0.0004499028,0.0001072735,0.00003960629,0.00002639904,0.000006644253,0.0002070705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008824008,"threshold_uncertainty_score":0.1855387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02101207527441902,"score_gpt":0.3204544320849842,"score_spread":0.2994423568105652,"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."}}