{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004826178,0.0002345201,0.0002641316,0.0005319851,0.0003302664,0.000429931,0.0001796331,0.000264087,0.001678853],"category_scores_gemma":[0.003321796,0.00009724143,0.0004078187,0.0005137828,0.0002301281,0.0002134174,0.0003698896,0.0004606386,0.0001242184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002341061,"about_ca_system_score_gemma":0.0001965043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001006872,"about_ca_topic_score_gemma":0.001231689,"domain_scores_codex":[0.9996482,0.0001251465,0.00003775466,0.0000395449,0.0000898502,0.00005948548],"domain_scores_gemma":[0.9984258,0.0003071563,0.0009011955,0.00003087944,0.0001126028,0.0002223587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001141144,0.00005720953,0.9948419,0.00004830213,0.00004655185,0.0001064061,0.0002136848,0.00004799252,0.0001635668,0.00001300766,0.0001769755,0.004170294],"study_design_scores_gemma":[0.000007463516,0.000223888,0.9988896,0.00001297973,0.00001738334,0.0004175684,0.000193154,0.00006590423,0.00002534044,0.00001786751,0.0001260133,0.000002941327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985077,0.0005938436,0.00003346473,0.00008572511,0.000006832539,0.00002368652,0.0001193658,0.000002599421,0.0006268354],"genre_scores_gemma":[0.9996607,0.0001315698,0.00003347754,0.00002290871,0.000007885986,0.00001187352,0.00008871193,3.300487e-7,0.00004254838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001678853,"threshold_uncertainty_score":0.005616307,"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."}}