{"id":"W7133189044","doi":"10.2310/6620.2011.00011tt","title":"Knowledge Translation of Research in Occupational Skin Disease—the CREOD Experience","year":2011,"lang":"en","type":"article","venue":"Dermatitis","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Knowledge translation; Translation (biology); MEDLINE; Occupational medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002175236,0.00003699034,0.00006340542,0.0001465588,0.00005429036,0.00000477915,0.00005423309,0.00002120239,0.000430038],"category_scores_gemma":[0.00006713733,0.00002840434,0.00002706172,0.0003400347,0.000104415,0.00007521306,0.00001067405,0.0001124567,0.00003381726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002201226,"about_ca_system_score_gemma":0.00006371242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001848332,"about_ca_topic_score_gemma":0.00005935882,"domain_scores_codex":[0.9993819,0.00008626152,0.00015486,0.00008289077,0.0001956047,0.00009850116],"domain_scores_gemma":[0.9996437,0.00008442004,0.00002200907,0.000122378,0.00008245873,0.00004505525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002922901,0.000881471,0.626608,0.0006725969,0.00003499127,0.0001140005,0.150149,0.000008061739,0.001607535,0.006423373,0.005225859,0.2079829],"study_design_scores_gemma":[0.0004555235,0.00001956069,0.9826578,0.0001809694,0.000003709977,0.00001473426,0.0008050462,0.0008397991,0.008900191,0.0007098542,0.005376342,0.00003642284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965592,0.0006633326,0.001634659,0.00175481,0.0001385825,0.0005003826,0.000005938432,0.00002875445,0.02968149],"genre_scores_gemma":[0.9992547,0.00002039379,0.000362948,0.0001400962,0.00003842223,0.00006869765,0.000005610456,0.000004424619,0.0001046989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3560499,"threshold_uncertainty_score":0.4708615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2249311520082288,"score_gpt":0.4133348645805781,"score_spread":0.1884037125723493,"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."}}