{"id":"W4390604886","doi":"10.5435/jaaos-d-23-00360","title":"Optimizing the Entry Point for Medullary Hip Screws","year":2024,"lang":"en","type":"article","venue":"Journal of the American Academy of Orthopaedic Surgeons","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Siemens (Canada)","funders":"","keywords":"Medicine; Intraclass correlation; Orthodontics; Femur; Radiography; Nuclear medicine; Medullary cavity; Greater trochanter; Dentistry; Anatomy; Surgery","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":[0.0036122,0.0007418611,0.0005945307,0.001280413,0.000484133,0.001042112,0.0006773201,0.0006174651,0.002950754],"category_scores_gemma":[0.0155542,0.0003732545,0.0003337004,0.0007210929,0.0005290849,0.001125495,0.0008624147,0.0004294655,0.001166373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005914115,"about_ca_system_score_gemma":0.0007908006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001123192,"about_ca_topic_score_gemma":0.00181329,"domain_scores_codex":[0.9965429,0.0006341709,0.0004956207,0.0005027524,0.001645291,0.000179251],"domain_scores_gemma":[0.992058,0.002940387,0.001591501,0.0004853693,0.002704661,0.0002201291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002633892,0.0002921514,0.3583974,0.001139801,0.0001402203,0.000694811,0.001272073,0.00716067,0.1312385,0.0006690433,0.001818083,0.4945433],"study_design_scores_gemma":[0.0003600636,0.007256513,0.6966366,0.0006572505,0.0005452146,0.01272201,0.002948704,0.03914071,0.2223651,0.003398067,0.01367543,0.0002943659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8732485,0.002569646,0.1195872,0.0001634665,0.00006326433,0.0002626503,0.0001859351,0.0008398247,0.003079451],"genre_scores_gemma":[0.9396736,0.0004005703,0.0590902,0.00003114422,0.00002097075,0.00006533106,0.0001737233,0.0001064984,0.0004379422],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0036122,"threshold_uncertainty_score":0.01910341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02310178210606934,"score_gpt":0.3150810566669239,"score_spread":0.2919792745608546,"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."}}