{"id":"W4403501735","doi":"10.1002/pon.70009","title":"Clinical Significance Unveiled: Understanding the Meaning of FACE‐Q Skin Cancer Scores for Improved Patient Care","year":2024,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"University of California, Davis; National Cancer Institute; National Institutes of Health; University of Texas Southwestern Medical Center; Memorial Sloan-Kettering Cancer Center; University of Nebraska Medical Center","keywords":"Meaning (existential); Face (sociological concept); Cancer; Clinical significance; Medicine; Psychology; Dermatology; Internal medicine; Psychotherapist; Philosophy; Linguistics","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":[0.0003911111,0.0002003127,0.0006252878,0.00008874355,0.0001299344,0.0000153908,0.0001612605,0.0001786826,0.00007747702],"category_scores_gemma":[0.0001357401,0.0001347307,0.0002555503,0.0002403347,0.000384423,0.00003970812,0.00006985992,0.0003641172,0.000005860906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001025543,"about_ca_system_score_gemma":0.0005880406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001095682,"about_ca_topic_score_gemma":0.0005270995,"domain_scores_codex":[0.9981924,0.0001158423,0.0006468747,0.0005059866,0.0001748321,0.0003640588],"domain_scores_gemma":[0.9978708,0.001359884,0.0002075369,0.0003333302,0.0001386566,0.00008976639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004569072,0.0005253292,0.05636217,0.002758631,0.003123752,0.0000743132,0.1606158,0.0001257652,0.008543766,0.006836447,0.0495221,0.7069428],"study_design_scores_gemma":[0.01221786,0.01992008,0.01444661,0.002751446,0.002160691,0.00009430607,0.3312375,0.004013715,0.01069232,0.008264712,0.5931098,0.001090918],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6611559,0.1264363,0.06611468,0.03955872,0.03595008,0.01258427,0.0008615917,0.0004748829,0.05686355],"genre_scores_gemma":[0.9947541,0.001351831,0.001645657,0.0006799187,0.0008034908,0.0005834395,0.00001010167,0.00004652165,0.0001249477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7058519,"threshold_uncertainty_score":0.549416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09384053616779613,"score_gpt":0.4295633579445407,"score_spread":0.3357228217767446,"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."}}