{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00146473,0.0002438986,0.000394563,0.0007305747,0.0005884778,0.0005639403,0.0001993652,0.0004705386,0.001872193],"category_scores_gemma":[0.002476108,0.0002954491,0.0004668031,0.0005580008,0.0003258167,0.0006658889,0.0006939803,0.000729194,0.0003258248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004021678,"about_ca_system_score_gemma":0.0004449159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001101494,"about_ca_topic_score_gemma":0.001387945,"domain_scores_codex":[0.9993586,0.0002762323,0.00007227177,0.0000591524,0.0001041881,0.0001295107],"domain_scores_gemma":[0.9985141,0.0004721509,0.0005194521,0.00004183493,0.0001648144,0.0002876306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000263065,0.001373141,0.9797807,0.0001295349,0.00004249368,0.000420189,0.01187877,0.00005434926,0.0009721117,0.00003983758,0.0002738016,0.004771978],"study_design_scores_gemma":[0.00005450696,0.002984827,0.9753024,0.00004024849,0.00002788245,0.0007457701,0.01957805,0.0002043299,0.0001683043,0.00003525707,0.0008372014,0.00002131039],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996476,0.0000328197,0.00003486237,0.00002244224,0.000001611391,0.00005040262,0.00006587579,9.239577e-7,0.0001435307],"genre_scores_gemma":[0.9994981,0.00004452035,0.0001157615,0.00005048109,0.00000369228,0.00009741961,0.00007435788,6.198151e-7,0.0001149654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001872193,"threshold_uncertainty_score":0.007746279,"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."}}