{"id":"W6921237089","doi":"10.6084/m9.figshare.c.4901802","title":"A Canadian evaluation framework for quality improvement in childhood arthritis: key performance indicators of the process of care","year":2020,"lang":"en","type":"other","venue":"Figshare","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Performance indicator; Delphi method; Likert scale; Quality (philosophy); Inclusion (mineral); Quality management; Test (biology); Scale (ratio)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005742389,0.00008639709,0.0001352657,0.0001244949,0.00001895868,0.00001235415,0.00050874,0.0001002199,0.00136957],"category_scores_gemma":[0.0003919801,0.00007695566,0.00004063737,0.0003156384,0.000002473761,0.00003161514,0.00004605876,0.0001150041,0.000003939473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009672757,"about_ca_system_score_gemma":0.001108746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008029612,"about_ca_topic_score_gemma":0.006862232,"domain_scores_codex":[0.9992927,0.00001092348,0.0001751314,0.0001616498,0.000250872,0.0001087359],"domain_scores_gemma":[0.9994135,0.00002869786,0.0001906084,0.0002367662,0.0000811283,0.00004930772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001009548,0.0003835688,0.006986117,0.04311236,0.0003546038,0.000001408836,0.07352057,0.04113154,0.00001210766,0.02523606,0.3417954,0.4674561],"study_design_scores_gemma":[0.003221441,0.0009237937,0.5044068,0.1919093,0.00009343426,0.000002701608,0.003433235,0.07047419,0.004415313,0.006297088,0.2115158,0.003306941],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.007577639,0.03305046,0.004389826,0.005069289,0.004412157,0.02521375,0.7779042,0.0004094448,0.1419732],"genre_scores_gemma":[0.9879911,0.00001087554,0.004236038,0.0001212886,0.0001330674,0.0006815355,0.006611344,0.00006727863,0.0001474591],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9804135,"threshold_uncertainty_score":0.9995433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639754159531064,"score_gpt":0.2798577972817268,"score_spread":0.2634602556864161,"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."}}