{"id":"W4416211189","doi":"10.1302/1358-992x.2025.13.004","title":"DO WE NEED TO CEMENT FEMORAL STEMS IN OSTEOPETROSIS?","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier de l'Université Laval","funders":"","keywords":"Medullary cavity; Orthopedic surgery; Femoral canal; Implant; Osteopetrosis; Arthroplasty; Femur; Demographics; Bone cement","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009440114,0.0002360023,0.0004976508,0.0009417426,0.0001167189,0.00008258386,0.0001943119,0.0001675397,0.0001920573],"category_scores_gemma":[0.0003896155,0.0002094931,0.0001110105,0.002004511,0.00006194862,0.0001391838,0.0002027031,0.0005600767,0.0002092695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003814868,"about_ca_system_score_gemma":0.0004951161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002107587,"about_ca_topic_score_gemma":0.0000724992,"domain_scores_codex":[0.9972394,0.00001466283,0.0005918486,0.0005686698,0.0007163069,0.0008690891],"domain_scores_gemma":[0.9987817,0.00004124537,0.00006842228,0.0002091126,0.0003032343,0.0005962373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001226992,0.0003706262,0.8209816,0.001649748,0.00003200163,0.00004469041,0.001168642,5.588192e-7,0.008668193,0.002378847,0.0804024,0.08307578],"study_design_scores_gemma":[0.009248902,0.001859896,0.4201984,0.003735757,0.00007584887,0.00004635391,0.005800385,0.0001585939,0.003774364,0.0003407139,0.5542727,0.0004880662],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9022234,0.001847511,0.00002311012,0.05529609,0.0003797725,0.001878638,0.000005242778,0.0001325788,0.03821364],"genre_scores_gemma":[0.9824512,0.0004609857,0.0006383693,0.004307278,0.0001934475,0.0003504333,0.000007353212,0.00003005543,0.01156087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4738703,"threshold_uncertainty_score":0.8542882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02579102686079095,"score_gpt":0.3355823375428991,"score_spread":0.3097913106821082,"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."}}