{"id":"W2190625077","doi":"10.5539/cco.v5n1p11","title":"Skin Cancer and Its Correlates: A Study of Knowledge and Preventive Behavior in Riyadh","year":2015,"lang":"en","type":"article","venue":"Cancer and Clinical Oncology","topic":"Skin Protection and Aging","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Skin cancer; Respondent; Medicine; Cancer; Disease; Demography; Incidence (geometry); Environmental health; Gerontology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006313646,0.0001966643,0.0002444404,0.0006741767,0.0008324335,0.0004771704,0.0003003273,0.0003215392,0.001265609],"category_scores_gemma":[0.001193511,0.000285914,0.000461934,0.0006840657,0.0003072385,0.0002988438,0.0004012057,0.0006271928,0.0002648389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008945496,"about_ca_system_score_gemma":0.001040214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0415603,"about_ca_topic_score_gemma":0.04149466,"domain_scores_codex":[0.9996754,0.00008783695,0.00003206387,0.00003072749,0.00008983689,0.00008417346],"domain_scores_gemma":[0.9992206,0.0001600802,0.0002560084,0.00003750523,0.0001628384,0.0001629241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003492145,0.0002452895,0.9934478,0.0000292177,0.00003731182,0.000112884,0.003275535,0.00001332893,0.0002348385,0.00002281639,0.0001084657,0.002437544],"study_design_scores_gemma":[0.000006985403,0.0002511416,0.9943598,0.00002178379,0.00002698094,0.0002049295,0.004536031,0.0000744464,0.00007286506,0.000008077608,0.0004323418,0.000004681056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995081,0.00009689069,0.00001178276,0.00004563878,0.000002317116,0.00001199667,0.00005690399,3.812219e-7,0.0002660382],"genre_scores_gemma":[0.9994123,0.0001797251,0.00004183788,0.00004383322,0.000004629814,0.00001259806,0.00007347253,4.103054e-7,0.0002311621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0415603,"threshold_uncertainty_score":0.08263677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1404841055717962,"score_gpt":0.5027864704598382,"score_spread":0.3623023648880419,"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."}}