{"id":"W4404883185","doi":"10.1177/12034754241302818","title":"Evaluating Difluoromethylornithine Safety and Efficacy for Non-Melanoma Skin Cancer Chemoprevention: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Polyamine Metabolism and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Eflornithine; Dermatology; Adverse effect; Skin cancer; Melanoma; Actinic keratosis; Cancer; Internal medicine; Oncology; Ornithine decarboxylase; Cancer research","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":[0.007625235,0.001122026,0.008833688,0.007450022,0.0004809437,0.001802081,0.001758624,0.00161995,0.00397306],"category_scores_gemma":[0.02702068,0.000747219,0.007889737,0.009111312,0.0008573719,0.001582777,0.0009371521,0.0007400129,0.0002787734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002163003,"about_ca_system_score_gemma":0.006799477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005778022,"about_ca_topic_score_gemma":0.01779733,"domain_scores_codex":[0.9943513,0.001684264,0.002465619,0.0004898967,0.0008618939,0.0001470447],"domain_scores_gemma":[0.9663864,0.02397543,0.006355134,0.0003915428,0.002588455,0.0003030622],"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":[0.0003642533,0.00001611779,0.001560232,0.9598661,0.01576371,0.00008688951,0.00009928735,0.00006352099,0.0001590569,0.00009331124,0.0006545277,0.02127293],"study_design_scores_gemma":[0.0005653602,0.0005523427,0.01021943,0.7370086,0.2373859,0.0004464584,0.0002642081,0.0001248258,0.0003653148,0.0002789836,0.01274388,0.00004460975],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001540371,0.9975196,0.00008618135,0.0001289593,0.00003976961,0.0001421542,0.0003803892,0.000005177814,0.0001574206],"genre_scores_gemma":[0.02883266,0.9693485,0.0004532786,0.0004478841,0.00007951271,0.0003727032,0.0003680668,0.000005200593,0.00009228387],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008833688,"threshold_uncertainty_score":0.0403266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05212924276002007,"score_gpt":0.4009106606680185,"score_spread":0.3487814179079984,"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."}}