{"id":"W2941859006","doi":"10.1016/j.jht.2019.01.001","title":"The PRWE/PRWHE update","year":2019,"lang":"en","type":"article","venue":"Journal of Hand Therapy","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Centre; Western University","funders":"Canadian Institutes of Health Research","keywords":"CLARITY; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0007142341,0.00004852409,0.00014079,0.0000417336,0.00006815621,0.00002216983,0.00004406807,0.00003139969,0.0002146671],"category_scores_gemma":[0.00004469026,0.00002128474,0.0001300706,0.00006739765,0.00004766837,0.00007251903,0.000003365767,0.0001452057,0.00004041178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001168231,"about_ca_system_score_gemma":0.00007991412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.406967e-7,"about_ca_topic_score_gemma":3.26521e-7,"domain_scores_codex":[0.9993927,0.00004894684,0.0002283346,0.0000413756,0.0002034056,0.0000852125],"domain_scores_gemma":[0.9993435,0.0002070132,0.0001535864,0.0001106267,0.0001345439,0.00005078185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003821153,0.00033456,0.1429866,0.00003128628,0.0004472663,0.00005769935,0.00130258,0.0000133989,0.07495434,0.0007615899,0.006354829,0.7689347],"study_design_scores_gemma":[0.002391146,0.001256618,0.05891997,0.00008093829,0.00002008905,0.0002690278,0.0002723478,0.0000156424,0.00802855,0.0008300829,0.9278646,0.00005096264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874063,0.003944269,0.00003065309,0.006108844,0.0008875409,0.0001065003,2.513706e-7,0.000003187145,0.001512432],"genre_scores_gemma":[0.9927677,0.003378002,0.00008631087,0.0006051717,0.000344363,6.688007e-7,4.293211e-7,0.00000685464,0.002810484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9215098,"threshold_uncertainty_score":0.2350454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009934683533747019,"score_gpt":0.2687913228688456,"score_spread":0.2588566393350985,"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."}}