{"id":"W4220973834","doi":"10.3899/jrheum.211331","title":"GRAPPA Treatment Recommendations: 2021 Update","year":2022,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine; Psoriatic arthritis; MEDLINE; Psoriasis; Medical physics; Alternative medicine; Family medicine; Physical therapy; Pathology; Dermatology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01856043,0.001573352,0.002862695,0.009644549,0.001699792,0.007047697,0.003975129,0.009048682,0.04710606],"category_scores_gemma":[0.08763278,0.001707471,0.004985997,0.006885437,0.001078788,0.004986569,0.004328338,0.01110997,0.04065506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005167748,"about_ca_system_score_gemma":0.02064893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01291734,"about_ca_topic_score_gemma":0.02059668,"domain_scores_codex":[0.9779484,0.009122133,0.005552035,0.0007366599,0.00553155,0.00110922],"domain_scores_gemma":[0.9316772,0.015293,0.008063354,0.001544054,0.04043765,0.002984776],"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":[0.00004810379,0.00004989139,0.000373497,0.00371161,0.00008169925,0.00008495873,0.0001169411,0.0002487317,0.00006913436,0.001616928,0.8741153,0.1194832],"study_design_scores_gemma":[0.00005981021,0.00002073307,0.0006692997,0.0162077,0.0001058282,0.0001819397,0.00009919846,0.00009205216,0.00006060058,0.001804463,0.9806691,0.00002927503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.001576286,0.2009483,0.01675106,0.5483565,0.04897033,0.003830498,0.03935948,0.002494328,0.1377132],"genre_scores_gemma":[0.01463246,0.3794549,0.1389814,0.2541498,0.02438411,0.00999642,0.1096391,0.001607137,0.06715479],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04710606,"threshold_uncertainty_score":0.1575854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850172975212668,"score_gpt":0.2486612863333426,"score_spread":0.2301595565812159,"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."}}