{"id":"W4286497192","doi":"10.3390/curroncol29070408","title":"Actinic Keratoses (AK): An Exploratory Questionnaire-Based Study of Patients’ Illness Perceptions","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Actinic keratoses; Perception; Family medicine; Pathology; Psychology; Basal cell","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002453713,0.0001667527,0.0004593766,0.0002036358,0.0003506355,0.000003599057,0.0001492873,0.00003917757,0.0007207337],"category_scores_gemma":[0.00009246101,0.0001563528,0.00008895817,0.0003047181,0.0001201111,0.00007415455,0.0001810259,0.0003682865,0.00001125961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007915743,"about_ca_system_score_gemma":0.0004976455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002055438,"about_ca_topic_score_gemma":0.0001622327,"domain_scores_codex":[0.9981477,0.0005495074,0.000376162,0.0003523354,0.0003568234,0.0002175098],"domain_scores_gemma":[0.9989509,0.00009355396,0.0002039286,0.0003922163,0.0002542859,0.0001051307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004864689,0.01385901,0.9449504,0.00005577015,0.00007387752,0.00001221484,0.009168254,0.00009850821,0.00003687279,0.00001306957,0.0013446,0.02990093],"study_design_scores_gemma":[0.00528431,0.01225881,0.9481736,0.00002743499,0.0001869716,0.000004700725,0.01968705,0.00005407497,0.00003420435,0.00001521894,0.01409747,0.0001761191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960566,0.0005531598,0.00004204893,0.0001233497,0.002164217,0.0008352284,0.0000495826,0.00005826533,0.0001175307],"genre_scores_gemma":[0.9985602,0.00002177451,0.00003252884,0.0000750033,0.000176974,0.0009982629,0.00009703024,0.00002451098,0.00001369149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02972481,"threshold_uncertainty_score":0.7891529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09628428549564903,"score_gpt":0.407858436978063,"score_spread":0.3115741514824139,"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."}}