{"id":"W7128722054","doi":"10.26180/4625125","title":"Refinement and Revalidation of the Demoralization Scale: The DS-II","year":2017,"lang":"","type":"dissertation","venue":"Monash University","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coping (psychology); Empirical research; PsycINFO; Quality of life (healthcare); Revalidation; Scale (ratio); Psychometrics; Mental health","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003686435,0.0002391092,0.0003383917,0.00008869595,0.001582689,0.000030122,0.0004615347,0.0002635453,0.0002252934],"category_scores_gemma":[0.00008375629,0.0001708765,0.0001771488,0.0002454412,0.0002853851,0.0001359586,0.0001889244,0.0003063866,0.000003072077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002156606,"about_ca_system_score_gemma":0.0002779471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005034577,"about_ca_topic_score_gemma":0.01362151,"domain_scores_codex":[0.9984744,0.000215445,0.0002444345,0.0003632526,0.0005239645,0.0001785718],"domain_scores_gemma":[0.9978095,0.00004773976,0.0007374033,0.0008659728,0.0004655511,0.00007381936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005322258,0.0008151445,0.6427099,0.005999379,0.001363275,0.00004125103,0.1281215,0.0001393195,0.01059883,0.009978204,0.02034199,0.174569],"study_design_scores_gemma":[0.001750259,0.0002364111,0.8216825,0.001549656,0.002332728,0.000004559997,0.02686069,0.0003163514,0.005497505,0.0001153992,0.1393105,0.0003434784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765298,0.0008450458,0.00005399036,0.002199621,0.001607759,0.0008256912,0.000102106,0.00001307269,0.01782296],"genre_scores_gemma":[0.9409105,0.001679948,0.00000635644,0.00008531541,0.0001148452,0.000001279755,0.0003559553,0.00001536035,0.0568305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1789726,"threshold_uncertainty_score":0.9997171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323927414455729,"score_gpt":0.2405495459325676,"score_spread":0.2273102717880103,"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."}}