{"id":"W4379510689","doi":"10.1136/annrheumdis-2023-eular.5053","title":"POS0882 SCREENING/REFERRAL STRATEGIES FOR THE EARLY RECOGNITION OF PSA AMONG PATIENTS WITH PSORIASIS: RESULTS OF A GRAPPA SURVEY","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"Innovative Medicines Initiative; European Commission; European Federation of Pharmaceutical Industries and Associations","keywords":"Medicine; Psoriasis; Referral; Family medicine; Dermatology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001238297,0.000247982,0.0003151024,0.0006038503,0.000430151,0.0006629846,0.0002840109,0.0007010702,0.001690087],"category_scores_gemma":[0.003389416,0.0002498919,0.0005878996,0.001095107,0.0001498913,0.0004829798,0.0005541848,0.0006844025,0.0005761948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003424331,"about_ca_system_score_gemma":0.0009702875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01008606,"about_ca_topic_score_gemma":0.01333837,"domain_scores_codex":[0.9991037,0.0004092889,0.00009929681,0.00009655057,0.000159373,0.0001317107],"domain_scores_gemma":[0.9985122,0.0003561773,0.0004600665,0.00006382997,0.0003078633,0.0002999242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001628355,0.0004698059,0.9893813,0.00003037352,0.00004914364,0.00006278582,0.0001565586,0.00009729272,0.0001603683,0.00001816573,0.0009901481,0.008421248],"study_design_scores_gemma":[0.00004187255,0.0003592761,0.9979928,0.00002590766,0.00005554088,0.0001198902,0.0004137053,0.0002030859,0.0000396046,0.00001965955,0.0007236915,0.000004988697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938073,0.0003704568,0.0001608366,0.0007188118,0.00002354291,0.0001204522,0.00182189,0.00001576579,0.002960901],"genre_scores_gemma":[0.9965724,0.0003828754,0.0003694438,0.0006698084,0.00003330188,0.0001118458,0.001297433,0.000005843131,0.0005570407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01008606,"threshold_uncertainty_score":0.0200547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.081827927108435,"score_gpt":0.2851397575585802,"score_spread":0.2033118304501452,"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."}}