{"id":"W4231584070","doi":"10.1177/247553031319a00307","title":"Abstracts from the Group for Research and Assessment of Psoriasis and Psoriatic Arthritis (GRAPPA) Trainees Symposium","year":2013,"lang":"en","type":"article","venue":"Psoriasis Forum","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psoriatic arthritis; Medicine; Presentation (obstetrics); Family medicine; Psoriasis; Medical education; Library science; Dermatology; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001152188,0.0002158647,0.0005059807,0.0001701236,0.0003723116,0.000177865,0.000181257,0.000128563,0.0001190878],"category_scores_gemma":[0.0003941736,0.0001519032,0.0001115661,0.0002180891,0.000524758,0.0002656336,0.0001156343,0.0003588421,0.000008029581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000334662,"about_ca_system_score_gemma":0.0001008307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00162223,"about_ca_topic_score_gemma":0.0004162167,"domain_scores_codex":[0.9974942,0.0001442391,0.0005207846,0.0004274986,0.0007048458,0.0007084315],"domain_scores_gemma":[0.9973224,0.001449171,0.0001161858,0.0004365825,0.0003779232,0.0002976893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006492864,0.0009451965,0.06574332,0.000444905,0.001061625,0.00001376739,0.003777419,0.000001617326,0.0280594,0.02754912,0.022284,0.8494704],"study_design_scores_gemma":[0.0191607,0.005524053,0.7796707,0.001908577,0.00006727998,0.00008743495,0.01481194,0.001276222,0.00555802,0.1194775,0.05183869,0.0006189063],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702115,0.01180419,0.0001495391,0.01414307,0.0002690472,0.002194085,0.0001205334,0.00004046538,0.001067555],"genre_scores_gemma":[0.9564293,0.03932525,0.00307033,0.0001328012,0.0002125547,0.000665377,0.00004656873,0.00004015673,0.00007764527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8488514,"threshold_uncertainty_score":0.6194431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03668019567522479,"score_gpt":0.334320340152113,"score_spread":0.2976401444768882,"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."}}