{"id":"W4230905326","doi":"10.1097/der.0000000000000233","title":"Abstracts","year":2016,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Stryker","keywords":"Medicine; Traditional medicine; Family 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001884545,0.001626064,0.00101473,0.004599984,0.001144336,0.00595605,0.001084293,0.001816407,0.4332038],"category_scores_gemma":[0.007422353,0.0004040025,0.001010656,0.003373103,0.0003263651,0.002415022,0.001966401,0.001628913,0.3034788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001596752,"about_ca_system_score_gemma":0.003105303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001344166,"about_ca_topic_score_gemma":0.00231886,"domain_scores_codex":[0.9981981,0.00025812,0.0002683549,0.0001886734,0.0009141866,0.0001726288],"domain_scores_gemma":[0.9930079,0.0005898244,0.000834188,0.0002110242,0.003672054,0.001685064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001138839,0.00002018819,0.0001430521,0.001376028,0.0000132919,0.00006269851,0.00001846949,0.00001825376,0.0002904045,0.000329447,0.9365836,0.06103077],"study_design_scores_gemma":[0.0000244823,0.00002710946,0.0005464188,0.0008449742,0.00001564627,0.0001489165,0.00002413096,0.00001151102,0.0001389536,0.0003790635,0.9978312,0.000007545982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002970521,0.1731885,0.003811059,0.08360171,0.2323134,0.002491356,0.05632112,0.003958336,0.441344],"genre_scores_gemma":[0.01289833,0.1135789,0.002239752,0.02527277,0.187938,0.001353753,0.03661708,0.0013679,0.6187334],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5667962,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117436017229354,"score_gpt":0.2571931900411471,"score_spread":0.2454495883182117,"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."}}