{"id":"W2139907688","doi":"10.1177/1049909113494092","title":"Predictors of Suffering in Advanced Cancer","year":2013,"lang":"en","type":"article","venue":"American Journal of Hospice and Palliative Medicine®","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad Pontificia Bolivariana","keywords":"Medicine; Psychology","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":[0.0003312069,0.0001308978,0.0001546923,0.000278662,0.0003696013,0.0002680102,0.0001070516,0.0001913616,0.001789747],"category_scores_gemma":[0.003963303,0.00006888573,0.0001620579,0.0003229358,0.0002568264,0.0002255141,0.0005109544,0.0004738128,0.00009812008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001327179,"about_ca_system_score_gemma":0.0002802842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007338208,"about_ca_topic_score_gemma":0.001205694,"domain_scores_codex":[0.9998123,0.00007525925,0.0000207072,0.00001481106,0.00004621032,0.00003061414],"domain_scores_gemma":[0.9981595,0.0005571144,0.0008072506,0.00003229898,0.00009710273,0.0003467679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003288289,0.00002167858,0.9975249,0.00001681943,0.00001098642,0.00005606027,0.000127138,0.00007014006,0.00006565552,0.0000185988,0.0001005614,0.001954488],"study_design_scores_gemma":[0.000003292738,0.00007648564,0.998751,0.00001246701,0.000009859488,0.0002985874,0.0003832812,0.0002417903,0.00004095907,0.0000585219,0.0001213408,0.000002402929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993039,0.0002011671,0.00004859166,0.0001080099,0.000003566892,0.000005570113,0.00004693094,0.000001885184,0.0002803616],"genre_scores_gemma":[0.9998211,0.00005814932,0.00003580368,0.000007453838,0.000003295612,0.000001983173,0.00005072618,3.29776e-7,0.00002114509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001789747,"threshold_uncertainty_score":0.005987287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02411544015030616,"score_gpt":0.3731541592913823,"score_spread":0.3490387191410762,"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."}}