{"id":"W2034025018","doi":"10.1016/j.arth.2005.03.020","title":"Rebuilding the Skeleton","year":2005,"lang":"en","type":"article","venue":"The Journal of Arthroplasty","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Fixation (population genetics); Cage; Bone remodeling; Arthroplasty; Dentistry; Orthodontics; Surgery; Anatomy; Structural engineering; Internal medicine","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":[0.001097179,0.0001287961,0.0002345575,0.00005934804,0.0002472892,0.00002233648,0.0001359219,0.00004262656,0.0004233915],"category_scores_gemma":[0.0001386132,0.00005219597,0.0001574849,0.0001332607,0.0002128349,0.0001501877,0.00004806232,0.0005107279,0.00009309334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003485909,"about_ca_system_score_gemma":0.0001230225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004117521,"about_ca_topic_score_gemma":0.00001816273,"domain_scores_codex":[0.9986754,0.0001043784,0.000443501,0.00006917025,0.0004554248,0.0002521193],"domain_scores_gemma":[0.9989243,0.0002434939,0.0003185348,0.0002653948,0.0001296496,0.0001186724],"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":[0.001687857,0.0004532698,0.02191025,0.00004373287,0.0005121574,0.0002143606,0.003840293,0.0009280687,0.007319155,0.00112417,0.1529745,0.8089922],"study_design_scores_gemma":[0.001986392,0.0007433599,0.03568574,0.0001563901,0.0002287141,0.01311866,0.0007798246,0.0002458659,0.001585049,0.00005311909,0.9453049,0.0001119573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759598,0.001413598,0.000645794,0.01876383,0.0006192736,0.0001408756,0.000002513683,0.00001606346,0.002438217],"genre_scores_gemma":[0.9937109,0.00102878,0.0005873698,0.0015671,0.002011545,5.133945e-7,4.335513e-7,0.00001660569,0.001076798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8088803,"threshold_uncertainty_score":0.463584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01281141560563322,"score_gpt":0.26183450532212,"score_spread":0.2490230897164868,"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."}}