{"id":"W4415570837","doi":"10.1302/1358-992x.2025.11.027","title":"SURGICAL PRACTICE VARIATION AND FACTORS INFLUENCING INDICATIONS FOR SPECIFIC INTERVENTIONS FOR HIP DISPLACEMENT IN CHILDREN WITH CEREBRAL PALSY","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Hip disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Cerebral palsy; Psychological intervention; Orthopedic surgery; Referral; Pelvic tilt; Hamstring; Cohort; Osteotomy; Ankle","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":[0.001351473,0.0001512884,0.0002033242,0.001061624,0.0005393704,0.0006336334,0.0005377405,0.0004400933,0.001641301],"category_scores_gemma":[0.01262424,0.0002340519,0.0002666397,0.001333891,0.000553035,0.0004531443,0.0008761612,0.0005245578,0.000187353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101207,"about_ca_system_score_gemma":0.0009496156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01973576,"about_ca_topic_score_gemma":0.03354816,"domain_scores_codex":[0.9978495,0.000575289,0.0003698081,0.0004033281,0.0004655774,0.000336533],"domain_scores_gemma":[0.9911174,0.002647761,0.004623956,0.000280531,0.0006388399,0.0006916537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001132275,0.00001162541,0.9977404,0.000006942174,0.000007594835,0.00009698044,0.0004707172,0.000031779,0.0000287196,0.00001427112,0.0001210258,0.001458534],"study_design_scores_gemma":[0.000002031671,0.00004708818,0.99551,0.00002240364,0.000006129237,0.000748613,0.003209759,0.0001494724,0.00004203816,0.00001681702,0.0002415051,0.000004131679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993679,0.0001551208,0.0000381188,0.0001052415,0.000002882485,0.00000687553,0.0000813998,0.000001737645,0.0002407793],"genre_scores_gemma":[0.9996172,0.0001310168,0.00007424274,0.0000266493,0.000003774401,0.000007655501,0.00009560496,0.000001506898,0.00004235859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01973576,"threshold_uncertainty_score":0.03924173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01773708296473065,"score_gpt":0.3076527951909856,"score_spread":0.289915712226255,"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."}}