{"id":"W1977644022","doi":"10.1111/j.1524-4725.2008.34364.x","title":"A Validated Grading Scale for Forehead Lines","year":2008,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Forehead; Intraclass correlation; Grading scale; Orthodontics; Grading (engineering); Medicine; Scale (ratio); Computer science; Surgery; Psychometrics; Physics; Engineering","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":[0.0002688527,0.0001444589,0.0005136927,0.0002720397,0.0001674898,0.000006962608,0.00004783247,0.000146321,0.00006156751],"category_scores_gemma":[0.0007466547,0.0001177742,0.0003071605,0.0002864887,0.00009636625,0.00008461006,0.00001568925,0.00008837756,0.00002513388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002825432,"about_ca_system_score_gemma":0.0001104849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000077696,"about_ca_topic_score_gemma":0.000001461086,"domain_scores_codex":[0.9988891,0.00004109071,0.0003865211,0.0002119799,0.0001741609,0.0002971477],"domain_scores_gemma":[0.9987086,0.0007278855,0.00008968577,0.0001867377,0.0001687419,0.0001183418],"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":[0.0001478716,0.0001634264,0.6054888,0.0000819087,0.00003155422,0.0003226816,0.0001141207,4.627127e-7,0.002277404,0.0002840611,0.3862191,0.004868656],"study_design_scores_gemma":[0.0007704641,0.00006452304,0.05656995,0.0001870867,0.00004643281,0.004382569,0.000098413,0.001004509,0.1668843,0.00134848,0.7681602,0.0004831291],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849584,0.0001848736,0.004133372,0.006534164,0.0003430817,0.000422483,0.00001133602,0.0006912109,0.002721141],"genre_scores_gemma":[0.9911883,0.0001691835,0.002427019,0.00531623,0.00004034883,0.0001365986,0.0001322396,0.00002102831,0.0005690401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5489188,"threshold_uncertainty_score":0.480269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1051931386279976,"score_gpt":0.3165506200683435,"score_spread":0.2113574814403459,"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."}}