{"id":"W7133193682","doi":"10.2310/6620.2011.00011-h","title":"Patient Safety Tools Including Checklists in Occupational Medicine and Dermatology","year":2011,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Patient safety; Checklist; Occupational medicine; MEDLINE; Alternative 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":[0.01554605,0.0007426466,0.00088694,0.003531036,0.000702039,0.002111912,0.0009651755,0.002059434,0.00751046],"category_scores_gemma":[0.07631458,0.0004779051,0.0009654992,0.001879318,0.0005538595,0.003252131,0.001736971,0.001632434,0.001794544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006434354,"about_ca_system_score_gemma":0.002398064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000543437,"about_ca_topic_score_gemma":0.001265044,"domain_scores_codex":[0.9751957,0.01679273,0.003670719,0.000350314,0.003602846,0.0003877242],"domain_scores_gemma":[0.8751613,0.09372454,0.01453446,0.003552733,0.01029761,0.002729235],"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":[0.0004506333,0.0009743485,0.06491406,0.005333969,0.000117444,0.000773967,0.00154993,0.0006188985,0.00096906,0.00171009,0.03941777,0.8831698],"study_design_scores_gemma":[0.0007495097,0.007026145,0.4858735,0.05303769,0.001286292,0.02337649,0.01273829,0.006478772,0.009151168,0.01736286,0.3824382,0.0004810936],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.386674,0.2953457,0.1049163,0.06328558,0.0127697,0.004365864,0.005210565,0.005796658,0.1216357],"genre_scores_gemma":[0.7251323,0.06914011,0.1760632,0.01080164,0.002767895,0.002424078,0.002388092,0.0003140752,0.01096852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01554605,"threshold_uncertainty_score":0.08221638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06032325328338509,"score_gpt":0.2932616278879411,"score_spread":0.232938374604556,"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."}}