{"id":"W6958229184","doi":"10.6084/m9.figshare.22606658.v1","title":"Additional file 3 of The effect of guselkumab on inhibiting radiographic progression in patients with active psoriatic arthritis: study protocol for APEX, a Phase 3b, multicenter, randomized, double-blind, placebo-controlled trial","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Logic, Reasoning, and Knowledge","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Protocol (science); Radiography; Clinical trial; Randomized controlled trial; Clinical endpoint","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003930226,0.0002418646,0.0007828721,0.0002821623,0.0001350793,0.00005506805,0.0004608873,0.00007695582,0.03412714],"category_scores_gemma":[0.00496326,0.0001329916,0.0003259209,0.0008162865,0.00002686211,0.0002154058,0.0001609085,0.0001765879,0.00002593191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003470677,"about_ca_system_score_gemma":0.0001228217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001435667,"about_ca_topic_score_gemma":0.00001216981,"domain_scores_codex":[0.9975867,0.0006383645,0.0005542081,0.0004010315,0.0005408363,0.0002788934],"domain_scores_gemma":[0.9920115,0.006592588,0.0008133958,0.0003021134,0.0002288609,0.00005151495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9242092,0.001688683,0.00001303625,0.0001690129,0.000112423,0.000002593147,0.0004512552,0.00001984257,2.457815e-7,0.000002941834,0.06393297,0.00939777],"study_design_scores_gemma":[0.9810236,0.006047303,0.0001268838,0.007088335,0.00002189604,2.599235e-7,0.00002105734,0.004924241,0.0002291693,0.00001003936,0.0003638979,0.0001432799],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01401662,0.000003091354,0.000005964951,0.000005407835,0.00008100126,0.6550477,0.3304977,0.00009762348,0.0002449557],"genre_scores_gemma":[0.1135564,3.444577e-8,0.00008739236,0.000003644389,0.00007105861,0.8509757,0.03527023,0.00001590175,0.00001969169],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2952274,"threshold_uncertainty_score":0.9667558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0235853549337056,"score_gpt":0.3129842324257971,"score_spread":0.2893988774920915,"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."}}