{"id":"W2334133224","doi":"10.1097/psn.0b013e31822d12ba","title":"Understanding the Risks and Prevention of Skin Cancer","year":2011,"lang":"en","type":"article","venue":"Plastic Surgical Nursing","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Safety & Insurance Board","funders":"","keywords":"Suite; Bay; History; Management; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001114682,0.00007319682,0.0001764146,0.00003611966,0.00007837243,0.000004000879,0.00002835281,0.00003469087,0.0001507311],"category_scores_gemma":[0.00005755255,0.00004712964,0.00004005289,0.00009713473,0.000274182,0.00002707495,0.00001554254,0.00009394123,0.00000129703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001138292,"about_ca_system_score_gemma":0.00002591706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005964088,"about_ca_topic_score_gemma":0.00001174375,"domain_scores_codex":[0.9994233,0.00003091236,0.0001431779,0.0001230752,0.0001437463,0.0001358469],"domain_scores_gemma":[0.9993885,0.0004071693,0.00005963468,0.00007946674,0.00002037533,0.00004483364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004942924,0.000870671,0.7786838,0.0005900685,0.001035292,0.0002310773,0.03039508,0.00005733775,0.0005530533,0.02817908,0.001654558,0.152807],"study_design_scores_gemma":[0.002571663,0.000436111,0.977196,0.002246537,0.0005596961,0.0002191726,0.003503164,0.0006848493,0.001810939,0.01023031,0.0003689552,0.0001725348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664097,0.00228482,0.008552196,0.0003354828,0.0006189217,0.000219597,0.00000391447,0.00002017218,0.02155516],"genre_scores_gemma":[0.9993778,0.0001713402,0.000282234,0.000007710172,0.0000916533,0.00000815154,5.896894e-7,0.000008256768,0.00005220504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1985122,"threshold_uncertainty_score":0.1921891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2610004911037015,"score_gpt":0.3666633550587571,"score_spread":0.1056628639550556,"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."}}