{"id":"W2000060986","doi":"10.1016/j.arth.2005.11.006","title":"Restoration of Acetabular Bone Loss 2005","year":2006,"lang":"en","type":"article","venue":"The Journal of Arthroplasty","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Cage; Trabecular bone; Medicine; Surgery; Dentistry; Osteoporosis; Pathology; Engineering","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":[0.0007861254,0.000119342,0.0003426454,0.0001076732,0.00008129477,0.000008189629,0.00006024931,0.00005736357,0.0002560438],"category_scores_gemma":[0.00006756088,0.00006752997,0.0001312449,0.0001212317,0.0002302634,0.0001511438,0.00002447672,0.0002563566,0.00002367699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002631897,"about_ca_system_score_gemma":0.0001580594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002300281,"about_ca_topic_score_gemma":0.0000535082,"domain_scores_codex":[0.9985139,0.00008565775,0.0006403346,0.00006645747,0.0004876941,0.0002059948],"domain_scores_gemma":[0.9988205,0.00008819937,0.0005817163,0.0002077121,0.0002172819,0.00008455822],"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":[0.01274081,0.004050491,0.3612736,0.0005478956,0.001065294,0.002524741,0.002620768,0.005235596,0.1765019,0.005053901,0.3395517,0.08883331],"study_design_scores_gemma":[0.01066844,0.00324261,0.4399803,0.0007123717,0.0008457309,0.02343787,0.0007655697,0.0003133453,0.02217917,0.000594947,0.4968761,0.0003835018],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993935,0.001754496,0.001161085,0.001715119,0.0004522913,0.0001209527,0.00000943815,0.000009278719,0.0008422727],"genre_scores_gemma":[0.9970776,0.0005453223,0.0005716421,0.00009802311,0.0007490767,3.397529e-7,0.000003451446,0.00001446706,0.0009400664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1573244,"threshold_uncertainty_score":0.28035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009200758670584333,"score_gpt":0.2386029281734998,"score_spread":0.2294021695029154,"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."}}