{"id":"W4255750213","doi":"10.1097/dad.0b013e31826018e7","title":"Abstracts Presented at the 15th Joint Meeting of the International Society of Dermatopathology, March 14–15, 2012, the Westin Gaslamp Quarter San Diego, San Diego, California, USA","year":2012,"lang":"en","type":"article","venue":"American Journal of Dermatopathology","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Login; Logo (programming language); Quarter (Canadian coin); Dialog box; Dermatopathology; World Wide Web; Computer science; Register (sociolinguistics); Internet privacy; Joint (building); Library science; Computer security; Medicine; History; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001144054,0.00142231,0.0008400904,0.001324576,0.0009628307,0.001677814,0.0005695278,0.001339966,0.2595795],"category_scores_gemma":[0.001433302,0.0003290501,0.0005912196,0.0004976793,0.000329856,0.001005854,0.0009991113,0.001439186,0.09703249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000924934,"about_ca_system_score_gemma":0.000664452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008095167,"about_ca_topic_score_gemma":0.003410642,"domain_scores_codex":[0.9995585,0.00008478959,0.00004914978,0.00006511778,0.0001385931,0.000103864],"domain_scores_gemma":[0.9991441,0.00006498875,0.00005124303,0.000030586,0.0003697613,0.0003394341],"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":[0.0003117016,0.0001412446,0.00157153,0.0002521388,0.00003031536,0.0004119597,0.00005898465,0.00005288565,0.002444335,0.0002456082,0.9270126,0.06746671],"study_design_scores_gemma":[0.0000914838,0.0001811918,0.007978142,0.0004267764,0.00004510131,0.001971435,0.0002261371,0.0001754964,0.001336596,0.000630728,0.9869183,0.0000185659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02964633,0.06786188,0.00451021,0.0559015,0.3204237,0.001233041,0.003304986,0.0007749241,0.5163435],"genre_scores_gemma":[0.04044337,0.03530448,0.002628832,0.004657537,0.06142833,0.0002543963,0.00309727,0.0002638111,0.851922],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7404205,"threshold_uncertainty_score":0.8683799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01566830279141422,"score_gpt":0.2723548371946113,"score_spread":0.2566865344031971,"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."}}