{"id":"W4242799909","doi":"10.1177/229255030201000107","title":"Strain pattern in the upper facial skeleton: Preliminary model development","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Facial Trauma and Fracture Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Cadaveric spasm; Anatomy; Facial skeleton; Strain (injury); Skull; Strain gauge; Facial bone; Facial muscles; Skeleton (computer programming); Zygomatic arch; Medicine; Geology; Orthodontics; Materials science; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004689897,0.0001319292,0.0002745773,0.0004690442,0.00007736566,0.00003235257,0.0001228823,0.00006730678,0.0004655629],"category_scores_gemma":[0.0003995008,0.00009288612,0.0001424382,0.0001577099,0.00005178821,0.00006908003,0.000005551291,0.0003205467,0.00003407013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001637209,"about_ca_system_score_gemma":0.0005974668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002345899,"about_ca_topic_score_gemma":0.00250515,"domain_scores_codex":[0.9987565,0.00004511643,0.0004613363,0.0001030447,0.000291823,0.0003422252],"domain_scores_gemma":[0.9989325,0.0004439765,0.0001088806,0.0001100419,0.00005339125,0.0003512392],"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":[0.0001255901,0.00023201,0.384068,0.0001523026,0.0002263339,0.009603782,0.01060146,0.003525985,0.0000242716,0.00005682915,0.09285274,0.4985307],"study_design_scores_gemma":[0.0006417618,0.0001407555,0.9394749,0.0003659528,0.00008426611,0.0003728659,0.0009649097,0.004118988,0.00001266633,0.00004244998,0.05356806,0.0002124577],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900527,0.0004767597,0.003048767,0.002895477,0.001249088,0.0001597912,0.0000172872,0.000005009079,0.002095136],"genre_scores_gemma":[0.9981704,0.0000122345,0.0001045099,0.00131678,0.0002231257,0.000003543259,0.000005645176,0.00001202729,0.0001517672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5554069,"threshold_uncertainty_score":0.5097587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04663193769653798,"score_gpt":0.2286836931895891,"score_spread":0.1820517554930512,"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."}}