{"id":"W2073338456","doi":"10.1188/14.onf.57-65","title":"Nonmelanoma Skin Cancer: Disease-Specific Quality-of-Life Concerns and Distress","year":2013,"lang":"en","type":"article","venue":"Oncology nursing forum","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Medicine; Distress; Skin cancer; Quality of life (healthcare); Disease; Dermatology; Psychological distress; Cancer; Intensive care medicine; Pathology; Psychiatry; Internal medicine; Anxiety; Clinical psychology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001158803,0.0002151689,0.0007071955,0.00008129884,0.0001568452,0.00001430739,0.0001105704,0.0001350833,0.000385555],"category_scores_gemma":[0.00006857381,0.0001923792,0.0001006767,0.0001260116,0.0009745142,0.00009481893,0.00006609619,0.000201054,0.00003254156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005516777,"about_ca_system_score_gemma":0.0002839605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004348574,"about_ca_topic_score_gemma":0.000120435,"domain_scores_codex":[0.998368,0.00009411602,0.0004496601,0.0003934583,0.0002241172,0.0004706176],"domain_scores_gemma":[0.9987032,0.0002508919,0.0002388,0.0003426114,0.000110266,0.0003542777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006246078,0.0003833474,0.7772102,0.0001624682,0.0001646889,0.00002266476,0.001149818,0.000002424527,0.0006292875,0.002334292,0.06522097,0.1520953],"study_design_scores_gemma":[0.002588819,0.0004299089,0.9346169,0.0004153161,0.0001048855,0.00001467327,0.002082067,0.00004614552,0.000302565,0.0008247616,0.05834373,0.0002302206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9322154,0.01989727,0.000183229,0.03520032,0.001182151,0.0007203218,0.0001070616,0.00005298162,0.01044128],"genre_scores_gemma":[0.996089,0.00127682,0.0006645885,0.0006322668,0.0004250807,0.000166448,0.00002632999,0.00003377433,0.0006856959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1574068,"threshold_uncertainty_score":0.7844995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05529399926399626,"score_gpt":0.371882622465784,"score_spread":0.3165886232017878,"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."}}