{"id":"W4245405641","doi":"10.1177/247553031420a00409","title":"Abstracts from the Group for Research and Assessment of Psoriasis and Psoriatic Arthritis (GR APP A) Trainees Symposium","year":2014,"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; Library science; Medical education; Psoriasis; Dermatology; Surgery; Computer science","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":[0.002122581,0.0002168554,0.0005488637,0.0001571911,0.0003934844,0.0001296686,0.0001883857,0.0001317751,0.00004005605],"category_scores_gemma":[0.0007069265,0.000156641,0.0001092422,0.0001910742,0.0004957672,0.0001684986,0.0001187315,0.0003632979,0.0000039273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003417765,"about_ca_system_score_gemma":0.00008888751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005205497,"about_ca_topic_score_gemma":0.0004682463,"domain_scores_codex":[0.9973986,0.0002059306,0.0005133624,0.0004525868,0.0007440276,0.0006854489],"domain_scores_gemma":[0.996883,0.00196465,0.0001239715,0.000472695,0.0002762124,0.0002795131],"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":[0.001091969,0.0007390864,0.03655931,0.0004629478,0.0007335875,0.000009478244,0.002992337,0.000003396882,0.01456433,0.05871774,0.008296222,0.8758296],"study_design_scores_gemma":[0.03481609,0.01057036,0.5302506,0.003178547,0.0001233908,0.0001321011,0.01141619,0.004163297,0.008710914,0.15358,0.2421093,0.0009492025],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732389,0.009263461,0.0007951108,0.01240361,0.0004000233,0.001644127,0.0001507428,0.00005931538,0.002044706],"genre_scores_gemma":[0.9711021,0.0248193,0.003143746,0.0001424026,0.0003404282,0.0002855263,0.0000524336,0.00004318952,0.00007083684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8748804,"threshold_uncertainty_score":0.6387635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03315556233489925,"score_gpt":0.3355843535506188,"score_spread":0.3024287912157196,"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."}}