{"id":"W2097748656","doi":"10.2310/7750.2008.07034","title":"Measurement of Utility in Nonmelanoma Skin Cancer","year":2008,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Women's College Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Skin cancer; Quality of life (healthcare); Basal cell carcinoma; Modalities; Time-trade-off; Health related quality of life; Basal cell; Surgery; Cancer; Pathology; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0009453841,0.0001518829,0.001134013,0.0003601821,0.00003673637,0.000001189298,0.0000522451,0.00006452312,0.0001498464],"category_scores_gemma":[0.0005006766,0.0001042942,0.0001363763,0.0002255205,0.0003045571,0.00004737842,0.00001958403,0.0002582928,5.859314e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001484623,"about_ca_system_score_gemma":0.0004776116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003181492,"about_ca_topic_score_gemma":0.0001260978,"domain_scores_codex":[0.9977641,0.00006340555,0.0009802098,0.0001343381,0.0008472267,0.0002106849],"domain_scores_gemma":[0.9984552,0.0003796068,0.0004582853,0.0001482943,0.000403553,0.0001551038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009496302,0.0001625131,0.9610457,0.0002645669,0.000206045,0.004731219,0.001506571,0.00000231256,0.0009842778,0.000002225837,0.01560946,0.01453549],"study_design_scores_gemma":[0.001871304,0.0007417597,0.955848,0.002801212,0.0002047497,0.02302438,0.0007840606,0.00002128445,0.002086944,0.00005451494,0.01241076,0.0001510684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682629,0.02699379,0.00002314999,0.002910994,0.0004150119,0.0001046219,0.000001595776,0.000003300592,0.001284671],"genre_scores_gemma":[0.9842426,0.01479392,0.00007437028,0.0003621251,0.000448272,0.000002552758,3.177169e-7,0.0000123012,0.00006358584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01829316,"threshold_uncertainty_score":0.4252993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06465684628420146,"score_gpt":0.2941259660953272,"score_spread":0.2294691198111257,"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."}}