{"id":"W2803188210","doi":"10.1007/s00520-018-4187-0","title":"A two-dimensional model of disrupted body integrity: initial evaluation in head and neck cancer","year":2018,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cancer Care Ontario; University Health Network; University of Toronto; Ontario Institute for Cancer Research; University of Ottawa; Princess Margaret Cancer Centre","funders":"Canadian Institutes of Health Research","keywords":"Disfigurement; Medicine; Construct validity; Clinical psychology; Affect (linguistics); Head and neck cancer; Center for Epidemiologic Studies Depression Scale; Psychometrics; Psychiatry; Psychology; Depressive symptoms; Cancer; Cognition; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002667785,0.0001656639,0.0003186742,0.0001783567,0.0000415441,0.000006897942,0.00007274638,0.0001042097,0.001439801],"category_scores_gemma":[0.00007937358,0.0001528476,0.00004073948,0.0002573626,0.000334344,0.0001383697,0.00007962585,0.000253798,0.00000816393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002757414,"about_ca_system_score_gemma":0.0004452933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01124194,"about_ca_topic_score_gemma":0.04794715,"domain_scores_codex":[0.9985381,0.0001241703,0.0003844709,0.0003962993,0.0002647336,0.0002922482],"domain_scores_gemma":[0.9988927,0.00006092039,0.0001316569,0.0001659322,0.0007018117,0.00004703829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002173983,0.000326616,0.8687845,0.000104936,0.0002119172,0.00006140077,0.05659204,0.0006273401,0.00290177,0.0007723011,0.005043848,0.06239934],"study_design_scores_gemma":[0.01187146,0.0009330487,0.9451222,0.000842267,0.0002218416,0.00000886929,0.01313768,0.01816972,0.005106993,0.003406171,0.0004462356,0.0007335318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877258,0.00391253,0.00001304029,0.0005136287,0.0006001208,0.0004219647,0.0002933652,0.00001154453,0.006507987],"genre_scores_gemma":[0.9984874,0.00005886851,0.0001192381,0.0005340056,0.0001980996,0.0004684254,0.00003187943,0.00001715418,0.0000849905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07633767,"threshold_uncertainty_score":0.999473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08623726168736015,"score_gpt":0.4528367368549727,"score_spread":0.3665994751676126,"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."}}