{"id":"W3128623667","doi":"10.1111/dth.14833","title":"Patient‐reported outcomes of topical therapies in actinic keratosis: A systematic review","year":2021,"lang":"en","type":"review","venue":"Dermatologic Therapy","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Actinic keratosis; Medicine; Dermatology; Imiquimod; Keratosis; Piroxicam; Quality of life (healthcare); Actinic keratoses; Clinical trial; Alternative medicine; Internal medicine; Pathology","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":[0.005155706,0.001047663,0.006079893,0.006247959,0.000459438,0.001821592,0.001242638,0.001194896,0.003415524],"category_scores_gemma":[0.02532284,0.0006627653,0.006192617,0.00776253,0.0006262324,0.001322226,0.001009872,0.0008504964,0.0001876086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002185574,"about_ca_system_score_gemma":0.005058539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005495059,"about_ca_topic_score_gemma":0.01683644,"domain_scores_codex":[0.9944623,0.001925451,0.002190186,0.0003509314,0.0009435454,0.0001275408],"domain_scores_gemma":[0.9767655,0.01745105,0.00388523,0.0002476757,0.001445372,0.0002051574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002789304,0.00002316834,0.001262928,0.9492528,0.01304908,0.00007829777,0.00015818,0.00007001039,0.0001129629,0.0001117808,0.001039557,0.03456225],"study_design_scores_gemma":[0.000500831,0.0004466717,0.01124754,0.8262717,0.1425041,0.0005687501,0.0004873061,0.0001222586,0.0002816571,0.0002713701,0.01724428,0.00005355751],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001789847,0.9972723,0.00007666503,0.0001019851,0.00004496318,0.0001386925,0.0003757626,0.000004165044,0.0001955395],"genre_scores_gemma":[0.02749932,0.9711529,0.0003605243,0.0002761506,0.00004895937,0.0003034119,0.0002746001,0.000003676185,0.00008043986],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006247959,"threshold_uncertainty_score":0.02726632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08194161314017608,"score_gpt":0.3823615748907429,"score_spread":0.3004199617505668,"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."}}