{"id":"W2095081006","doi":"10.1111/j.1524-4725.2008.34368.x","title":"A Validated Hand Grading Scale","year":2008,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Grading scale; Medicine; Medical physics; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0002251518,0.0001299326,0.0004424692,0.0002733287,0.0001981866,0.00001050268,0.00004257365,0.0001272868,0.0002432674],"category_scores_gemma":[0.0003917246,0.0001070781,0.000197559,0.0003576535,0.0001729956,0.00008504195,0.00002027389,0.0001282945,0.0001144116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003045065,"about_ca_system_score_gemma":0.0001113798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001422784,"about_ca_topic_score_gemma":8.864778e-7,"domain_scores_codex":[0.9989292,0.00006813925,0.0003212808,0.0001945394,0.0002266641,0.0002601644],"domain_scores_gemma":[0.9991708,0.0003272914,0.00007203133,0.0001988047,0.00009456355,0.0001365552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005251266,0.0001219594,0.7573639,0.00002322433,0.00002478606,0.001625471,0.0001465916,2.042538e-7,0.004043388,0.0001064556,0.2338841,0.002607332],"study_design_scores_gemma":[0.0005095508,0.00003089813,0.1963823,0.0001589412,0.00003162403,0.0120272,0.00009459511,0.0002308126,0.2819363,0.0004035753,0.5077415,0.0004526774],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838924,0.0001891403,0.0006257719,0.003806451,0.0002285248,0.000142181,0.000002786641,0.0005056683,0.01060706],"genre_scores_gemma":[0.9931965,0.0002003409,0.000446835,0.005464841,0.00001737927,0.00002469029,0.0000479048,0.00001424954,0.000587286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5609817,"threshold_uncertainty_score":0.4366517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06736828612301266,"score_gpt":0.2797615363953027,"score_spread":0.21239325027229,"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."}}