{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002581773,0.0001414771,0.000221081,0.0002568577,0.0001504847,0.00004641389,0.00004252619,0.00007252311,0.00001243012],"category_scores_gemma":[0.0002268396,0.0001110909,0.00009295456,0.0003219953,0.00004335539,0.000240214,0.00002373253,0.000107337,8.061696e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001105105,"about_ca_system_score_gemma":0.00008536288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004756175,"about_ca_topic_score_gemma":0.00001716029,"domain_scores_codex":[0.9990477,0.000006372631,0.0002924809,0.0003088308,0.0001349819,0.0002096554],"domain_scores_gemma":[0.9994463,0.0001128,0.0001436152,0.00006781657,0.0001517263,0.00007768241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003557995,0.0004528592,0.9878927,0.0002574832,0.0002167896,6.990918e-7,0.001087369,5.615523e-7,0.00002210509,0.007119031,0.0002174484,0.00237716],"study_design_scores_gemma":[0.007877553,0.0005663171,0.9854171,0.0006239951,0.0004579,0.00002473258,0.001228403,0.00007563334,0.0000496254,0.0004799568,0.003077779,0.0001210089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919672,0.0004620625,0.002879783,0.001690479,0.00003618789,0.002311942,0.00002748775,0.00003707669,0.0005877918],"genre_scores_gemma":[0.9958608,0.00009294689,0.002825973,0.00009777603,0.00003771328,0.0006192652,0.0001472042,0.00001549981,0.0003028614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007521753,"threshold_uncertainty_score":0.4530157,"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."}}