{"id":"W6939862288","doi":"10.6084/m9.figshare.c.7077461.v1","title":"Improvement in work productivity among psoriatic arthritis patients treated with biologic or targeted synthetic drugs: a systematic literature review and meta-analysis","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Work productivity; Psoriatic arthritis; Systematic review; Baseline (sea); Observational study; Randomized controlled trial; Productivity; Work (physics)","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":[0.01229858,0.002390112,0.01965239,0.00636595,0.0004829986,0.002779763,0.002217431,0.001778385,0.002645251],"category_scores_gemma":[0.02806731,0.001466622,0.03321246,0.006777399,0.0007653699,0.001446696,0.001214998,0.001599314,0.000238673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00221484,"about_ca_system_score_gemma":0.002932003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004404677,"about_ca_topic_score_gemma":0.008698945,"domain_scores_codex":[0.9899786,0.005070647,0.002795876,0.0009845913,0.0009409033,0.0002293398],"domain_scores_gemma":[0.9795668,0.0146427,0.003760379,0.0005017876,0.001274002,0.0002544364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002227203,0.00003867351,0.002868569,0.3157255,0.6664702,0.0001235427,0.00005112684,0.0004211514,0.0001782346,0.00007187241,0.000398211,0.01142574],"study_design_scores_gemma":[0.0009961063,0.0002817991,0.003429686,0.01657645,0.9773666,0.00009731457,0.00003142148,0.0001555922,0.0001060694,0.0001202884,0.0008192278,0.000019463],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007030489,0.9913819,0.0004624575,0.0001664466,0.000127468,0.0002329104,0.0003748108,0.0000207614,0.000202689],"genre_scores_gemma":[0.2257872,0.7693801,0.001978301,0.0007350039,0.0002916825,0.0009609681,0.0006497593,0.00002232871,0.0001946127],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01965239,"threshold_uncertainty_score":0.0650419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765797099980428,"score_gpt":0.2149109401854584,"score_spread":0.1972529691856541,"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."}}