{"id":"W4214736925","doi":"10.3390/curroncol13050017","title":"Promising Agents for Chemoprevention of Skin Cancer","year":2006,"lang":"en","type":"article","venue":"Current Oncology","topic":"Skin Protection and Aging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Skin cancer; Incidence (geometry); Cancer; Cancer incidence; Public health; Environmental health; Dermatology; Pathology; Internal medicine","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":[0.000112849,0.00004953856,0.0001521001,0.00005626463,0.00002753055,0.000001837203,0.00002292153,0.00004523652,0.0001471873],"category_scores_gemma":[0.00003147313,0.00004451404,0.00007003273,0.00007011931,0.00002498621,0.00001846181,0.00001013218,0.00006623242,0.000002874569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001173569,"about_ca_system_score_gemma":0.00007151053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003248758,"about_ca_topic_score_gemma":0.00001352948,"domain_scores_codex":[0.9995371,0.00001585284,0.0001719591,0.0001087862,0.00006071095,0.0001055955],"domain_scores_gemma":[0.9997222,0.0000197267,0.0001009799,0.0000594975,0.00007480234,0.00002277486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002724439,0.0011534,0.03964484,0.0007510085,0.00004526414,0.000002460306,0.0002007859,0.00001958339,0.03497792,0.0007485011,0.01968077,0.902503],"study_design_scores_gemma":[0.005898903,0.0003720043,0.09639601,0.0004608209,0.000168823,0.00002794533,0.00006922372,0.00156456,0.09664735,0.001529459,0.7967384,0.0001264655],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866644,0.0009857652,0.007176457,0.0007754815,0.001409434,0.0008126813,0.000005039819,0.00003209692,0.002138718],"genre_scores_gemma":[0.9973848,0.00003409098,0.000782907,0.00004346036,0.0004827445,0.0001499593,0.00002423685,0.000008775802,0.001089049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9023766,"threshold_uncertainty_score":0.181523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.155008529476354,"score_gpt":0.4748076445885018,"score_spread":0.3197991151121478,"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."}}