{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004197306,0.001304158,0.0007386281,0.001572148,0.001216002,0.002477845,0.0009024892,0.001987474,0.1062227],"category_scores_gemma":[0.007661523,0.0004726645,0.0009818953,0.0006796544,0.0003188599,0.001124283,0.002659766,0.002932568,0.04887496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002073594,"about_ca_system_score_gemma":0.003702976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001542035,"about_ca_topic_score_gemma":0.003236674,"domain_scores_codex":[0.9976562,0.0005217224,0.0001897703,0.0002486579,0.001127156,0.0002565152],"domain_scores_gemma":[0.9942906,0.0004235621,0.0003554346,0.0001059136,0.002380199,0.002444294],"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":[0.00008228681,0.00003387863,0.0002464889,0.0001232367,0.000007347844,0.0001112244,0.00006469776,0.0000274335,0.0002508332,0.0001354004,0.971816,0.02710115],"study_design_scores_gemma":[0.00007829827,0.0001526249,0.002563141,0.000705276,0.00001770772,0.0003838925,0.0002407115,0.00006772074,0.0002120887,0.0004450286,0.9951136,0.00002004318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.01344534,0.0813727,0.003908601,0.2147717,0.3941004,0.001810008,0.007623517,0.0009597796,0.282008],"genre_scores_gemma":[0.03788818,0.08102182,0.003926391,0.04459278,0.1905062,0.001749096,0.006985852,0.0007915021,0.6325382],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1062227,"threshold_uncertainty_score":0.3553505,"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."}}