{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006693431,0.0002609944,0.0002486669,0.0006878551,0.0003006304,0.001492478,0.0005044026,0.000441906,0.004131201],"category_scores_gemma":[0.04444271,0.00009029451,0.0003285805,0.0007520721,0.0007807662,0.00136679,0.001034335,0.001032391,0.0003816134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007770812,"about_ca_system_score_gemma":0.0009818629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001150015,"about_ca_topic_score_gemma":0.001563065,"domain_scores_codex":[0.9962636,0.002494574,0.000257343,0.000227704,0.00060478,0.0001520387],"domain_scores_gemma":[0.9869323,0.006996222,0.00349202,0.0003204379,0.001665233,0.0005937559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004145257,0.0002058602,0.6672591,0.0005952083,0.0001191364,0.0001295694,0.001427911,0.0005569773,0.0007754648,0.003838675,0.01506527,0.3096123],"study_design_scores_gemma":[0.00009630003,0.0009319857,0.9614607,0.001061384,0.000129749,0.0005355119,0.003330458,0.004823256,0.0007236437,0.009151439,0.01771029,0.00004526665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.868176,0.01343742,0.01073319,0.07173774,0.0009930981,0.0002546095,0.001950487,0.0001230653,0.03259425],"genre_scores_gemma":[0.9943097,0.0007650484,0.002512045,0.001449991,0.0002305509,0.00006829854,0.0002048719,0.00001054428,0.0004488802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006693431,"threshold_uncertainty_score":0.03539872,"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."}}