{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002679452,0.0006172215,0.000586847,0.001949426,0.0003214905,0.0006408133,0.0009785071,0.0006832188,0.01441854],"category_scores_gemma":[0.01014581,0.0001928473,0.0009444202,0.0006590742,0.0003759624,0.0008623941,0.0009334699,0.0006337545,0.003219709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000550413,"about_ca_system_score_gemma":0.0008460979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000786207,"about_ca_topic_score_gemma":0.002098234,"domain_scores_codex":[0.9968305,0.0006049759,0.0006519234,0.0002839716,0.001484633,0.0001439942],"domain_scores_gemma":[0.9936917,0.001691201,0.001076531,0.0004315755,0.002834121,0.0002748735],"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":[0.002154623,0.001417991,0.2268582,0.001496185,0.0004412964,0.0007050887,0.0008276209,0.004367114,0.02327355,0.002935859,0.03893754,0.6965849],"study_design_scores_gemma":[0.001154095,0.005542797,0.8790164,0.001023744,0.0004558654,0.008568698,0.001074833,0.02103468,0.01159049,0.003665066,0.06651875,0.0003546891],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7714655,0.003336416,0.0916471,0.001223615,0.0008753749,0.01154141,0.01378895,0.001491802,0.1046299],"genre_scores_gemma":[0.8312493,0.001401617,0.1398686,0.0005084754,0.0001722536,0.005459368,0.006895068,0.0001244028,0.01432098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01441854,"threshold_uncertainty_score":0.04823482,"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."}}