{"id":"W4313454182","doi":"10.2196/39988","title":"Refusal of Retreatment With Topical 5-Fluorouracil Among Patients With Actinic Keratosis: Qualitative Analysis","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Actinic keratosis; Discontinuation; Medicine; Psychosocial; Dermatology; Fluorouracil; Qualitative research; Keratosis; Field cancerization; Surgery; Internal medicine; Chemotherapy; Psychiatry; Cancer","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":[0.01606742,0.0004020203,0.0007521381,0.001727434,0.003545851,0.003008385,0.0016725,0.001189206,0.002320145],"category_scores_gemma":[0.03040479,0.0005409569,0.0006167882,0.001644911,0.004409433,0.003230604,0.004044724,0.001981756,0.0002199561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00570111,"about_ca_system_score_gemma":0.006195993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008725627,"about_ca_topic_score_gemma":0.01443178,"domain_scores_codex":[0.9896801,0.007507191,0.000485549,0.0004948362,0.0008188288,0.001013455],"domain_scores_gemma":[0.9744115,0.0202618,0.001747885,0.000343701,0.001975496,0.001259677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005001218,0.00002746548,0.008344177,0.0004253002,0.00001217377,0.0004345287,0.9846712,0.00003560132,0.0003952622,0.0006825575,0.000561043,0.004360715],"study_design_scores_gemma":[0.000003692368,0.00002784854,0.002332331,0.0002812504,0.000006318268,0.0001261905,0.994255,0.00006450013,0.00009650047,0.0001655639,0.002629766,0.00001092095],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915068,0.0009433876,0.001372613,0.002946588,0.00006843774,0.0002320951,0.0003366825,0.00001178476,0.002581817],"genre_scores_gemma":[0.9951683,0.001086416,0.001104626,0.001060689,0.00001636091,0.0003709609,0.000168226,0.00001897899,0.001005386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01606742,"threshold_uncertainty_score":0.08497363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0183191744626517,"score_gpt":0.3434904119398088,"score_spread":0.3251712374771571,"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."}}