{"id":"W2801499974","doi":"10.1097/der.0000000000000368","title":"American Contact Dermatitis Society: Frontiers in Dermatitis Fall 2017 Meeting Summary","year":2018,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"George (robot); Reprint; Medicine; Contact dermatitis; Suite; Family medicine; Medical school; Library science; Dermatology; Medical education; Art history; Law; Political science; History","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":[0.002289831,0.001075404,0.000460833,0.001728467,0.0009404276,0.002910037,0.0007730529,0.002386206,0.1694305],"category_scores_gemma":[0.002630961,0.0002505338,0.0005546281,0.0009730982,0.0004235025,0.001704066,0.001465344,0.002298997,0.0569039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001295457,"about_ca_system_score_gemma":0.002047225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001622754,"about_ca_topic_score_gemma":0.005063403,"domain_scores_codex":[0.9987879,0.000216335,0.0001110475,0.0001159455,0.0005362478,0.0002324582],"domain_scores_gemma":[0.9957113,0.0003316164,0.0002131723,0.00009637013,0.002495864,0.001151607],"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":[0.00004109497,0.00004278743,0.0005396578,0.0001748575,0.000004281279,0.00009600857,0.00001647118,0.00001687958,0.0002031494,0.0003657376,0.9376631,0.06083604],"study_design_scores_gemma":[0.00001377507,0.00002991568,0.002486404,0.0004336606,0.000005500003,0.0004670364,0.0001139315,0.00003618389,0.0001014518,0.0003497789,0.9959568,0.000005507031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004409864,0.09914013,0.001141329,0.2456947,0.2413117,0.0003800683,0.002682924,0.0004862988,0.404753],"genre_scores_gemma":[0.04331421,0.1259135,0.001698236,0.02522402,0.1912989,0.0003733494,0.004404915,0.0003031737,0.6074697],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1694305,"threshold_uncertainty_score":0.5668015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0113517353906227,"score_gpt":0.2514598792082524,"score_spread":0.2401081438176297,"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."}}