{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001071522,0.0002902251,0.0006445822,0.0005662912,0.001357003,0.001394172,0.001118985,0.003300281,0.005474651],"category_scores_gemma":[0.0110868,0.0002484754,0.0005225445,0.0008752117,0.001749624,0.002214559,0.0005437541,0.001805483,0.001864915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001388234,"about_ca_system_score_gemma":0.003155764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02647333,"about_ca_topic_score_gemma":0.07628388,"domain_scores_codex":[0.9990048,0.0001141194,0.0001236172,0.00009263049,0.0004367961,0.0002280122],"domain_scores_gemma":[0.99635,0.0007443413,0.0008136649,0.0001723041,0.001126287,0.0007931932],"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":[0.0006938103,0.0004664848,0.2953967,0.001057881,0.0002325199,0.01451697,0.001472472,0.0002963185,0.002429358,0.002550951,0.1221992,0.5586874],"study_design_scores_gemma":[0.0004977638,0.001681564,0.3322062,0.009065126,0.0009402613,0.1544045,0.02540406,0.0009933928,0.002765857,0.02497249,0.4467021,0.0003666725],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2889962,0.2067465,0.003252793,0.4663817,0.007228746,0.0002212002,0.000611635,0.000238785,0.02632235],"genre_scores_gemma":[0.731729,0.0878089,0.007106155,0.1548959,0.01129485,0.00009206848,0.0006034789,0.0001119013,0.006357737],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02647333,"threshold_uncertainty_score":0.05263853,"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."}}