{"id":"W7043848625","doi":"","title":"Total body skin examination adherence among young adults with an increased risk for skin cancer","year":2017,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Skin cancer; Young adult; Sun exposure; Cancer; Sunbathing; Quarter (Canadian coin); Skin color","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002580894,0.0003151307,0.000318563,0.0001542223,0.0006240797,0.001473371,0.0003124983,0.0001653756,0.0003125509],"category_scores_gemma":[0.0007022752,0.0002568788,0.0001362018,0.0001517417,0.0001751125,0.005263697,0.000101381,0.0004604472,0.00008657823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006598596,"about_ca_system_score_gemma":0.0001646845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004330217,"about_ca_topic_score_gemma":0.00007059263,"domain_scores_codex":[0.9981808,0.00007424434,0.0003332583,0.0006004527,0.0003890996,0.0004221493],"domain_scores_gemma":[0.9982449,0.00008497934,0.0003944646,0.0006595455,0.0001118902,0.0005042528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001664354,0.0002544399,0.9383427,0.0001420211,0.00008023395,0.00004394685,0.0001031177,0.000003420304,0.0001333658,0.00008514234,0.0002225395,0.05892474],"study_design_scores_gemma":[0.004573367,0.0007551364,0.9803808,0.0006130299,0.00008861739,0.00005446021,0.0001557009,0.001774298,0.008229367,0.000369726,0.0025787,0.0004267781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899848,0.00005877898,0.0007298919,0.000139001,0.0001431588,0.001221251,0.001360436,0.0002972815,0.006065419],"genre_scores_gemma":[0.9958642,0.00001510577,0.0009887111,0.0001589313,0.0004252618,0.000348104,0.0006662988,0.0000967991,0.001436595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05849796,"threshold_uncertainty_score":0.9999883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238085413967084,"score_gpt":0.2460774641325511,"score_spread":0.2336966099928802,"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."}}