{"id":"W4231239289","doi":"10.1007/s00167-019-05416-3","title":"Clinical and radiographic predictors of failed hip arthroscopy in the management of dysplasia: a systematic review and proposal for classification","year":2019,"lang":"en","type":"review","venue":"Knee Surgery Sports Traumatology Arthroscopy","topic":"Hip disorders and treatments","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University Medical Centre; McMaster University","funders":"McMaster University; Smith and Nephew","keywords":"Medicine; Radiography; Hip arthroscopy; Dysplasia; Arthroscopy; Radiology; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001860449,0.0005004631,0.006815803,0.0004607877,0.00004931297,0.000008408469,0.0001142801,0.0004585251,0.0000154629],"category_scores_gemma":[0.00008634196,0.0003094593,0.0007433435,0.0005014374,0.000602186,0.00006470882,0.0000279705,0.0003005337,0.000002419779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001612174,"about_ca_system_score_gemma":0.0002841605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003537151,"about_ca_topic_score_gemma":0.000005648524,"domain_scores_codex":[0.9952944,0.0004665709,0.002954397,0.000656877,0.0002975575,0.0003302106],"domain_scores_gemma":[0.9964627,0.0009010118,0.001669168,0.0008004099,0.00007436104,0.00009235612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006861688,0.0004530863,0.1549948,0.8310742,0.001465451,0.00005979969,0.00006403583,8.241475e-9,2.28572e-8,0.0005903133,0.0001551908,0.01107438],"study_design_scores_gemma":[0.003119488,0.0007572261,0.03346938,0.9082298,0.04393014,0.000754596,0.000341786,0.000008865911,4.788336e-7,0.0001810564,0.008715007,0.0004922142],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007153557,0.9788566,0.00001813161,0.000132508,0.0003139823,0.01338707,0.00004997537,0.00001907625,0.00006908092],"genre_scores_gemma":[0.01624513,0.9814712,0.0004611466,0.00004443068,0.00001104233,0.001455092,0.000234228,0.00004965389,0.00002804285],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1215255,"threshold_uncertainty_score":0.9999357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05236922476226977,"score_gpt":0.3600001506815744,"score_spread":0.3076309259193046,"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."}}