{"id":"W2604728907","doi":"10.1302/1863-2548-11-170012","title":"Biomechanical considerations in slipped capital femoral epiphysis and insights into prophylactic fixation","year":2017,"lang":"en","type":"article","venue":"Journal of Children s Orthopaedics","topic":"Hip disorders and treatments","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Physis; Slipped capital femoral epiphysis; Medicine; Deformity; Fixation (population genetics); Epiphysis; Surgery; Femur; Orthodontics; Orthopedic surgery; Femoral head; Radiography","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":[0.0001405104,0.000123286,0.0003332999,0.0002176362,0.0002295487,0.0000814485,0.00005739693,0.00008773671,0.00002935932],"category_scores_gemma":[0.0004021176,0.00009176591,0.0001094385,0.00006495052,0.0001053619,0.0003435338,0.00003585403,0.0002505223,0.000005020429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004914703,"about_ca_system_score_gemma":0.0001861759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008173878,"about_ca_topic_score_gemma":0.0002068873,"domain_scores_codex":[0.9990206,0.00003885681,0.0004061661,0.0001317791,0.0002762267,0.0001263374],"domain_scores_gemma":[0.9990004,0.00003840806,0.0004475444,0.000206604,0.000147908,0.0001590941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001977965,0.0007146064,0.9814454,0.00003177251,0.0002200453,0.0003811117,0.001826309,0.000003485727,0.001185534,0.0005235021,0.00008294649,0.01338747],"study_design_scores_gemma":[0.005177401,0.000803041,0.9852107,0.000103211,0.0002342889,0.0005788795,0.0001247006,0.0000975769,0.0005263239,0.007009711,0.00002473933,0.0001094527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964961,0.0006810734,0.0000844384,0.002250116,0.0001348597,0.0002273527,0.000002030525,0.000005559166,0.0001184876],"genre_scores_gemma":[0.9980822,0.000189283,0.00139895,0.0001303444,0.0001472328,0.000002580732,0.000008579956,0.00001283377,0.0000280096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01327802,"threshold_uncertainty_score":0.3742105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371764259715562,"score_gpt":0.2834589200349483,"score_spread":0.2697412774377927,"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."}}