{"id":"W4391350727","doi":"10.3390/cancers16030568","title":"Pain Catastrophizing in Cancer Patients","year":2024,"lang":"en","type":"article","venue":"Cancers","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cancer; Internal medicine","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":[0.0001536819,0.00006331156,0.00008733601,0.0001117794,0.00001328501,0.00001420446,0.00003743,0.00002185567,0.0001516199],"category_scores_gemma":[0.0000338441,0.00005588516,0.00002875896,0.0002285983,0.00001756572,0.00004491476,0.0000140985,0.00009757219,0.00002891432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001093937,"about_ca_system_score_gemma":0.0001852112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007201011,"about_ca_topic_score_gemma":0.0001709959,"domain_scores_codex":[0.9994814,0.00001731008,0.0000900942,0.0001504232,0.0001022803,0.0001584858],"domain_scores_gemma":[0.9998256,0.00002376108,0.00000936035,0.0000832528,0.00001191927,0.00004608365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006387212,0.00002110258,0.7778305,0.000629585,0.00007201681,0.00013776,0.0009006958,0.000467352,0.0003062944,0.0002137319,0.1077953,0.1115619],"study_design_scores_gemma":[0.001620184,0.0002069808,0.4874449,0.001901507,0.00008976425,1.957491e-7,0.0003312568,0.02599149,0.0002112494,0.000112673,0.4818142,0.0002755546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918512,0.00319105,0.0001216148,0.0007502742,0.0006542632,0.0002582839,0.00001001656,0.00008320137,0.003080137],"genre_scores_gemma":[0.9970481,0.0003181779,0.00007997918,0.001012392,0.0001660881,0.00005208151,0.00002539865,0.00001364144,0.001284146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3740189,"threshold_uncertainty_score":0.2860608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01633289936962376,"score_gpt":0.2869731711587468,"score_spread":0.270640271789123,"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."}}