{"id":"W2040654558","doi":"10.3928/01477447-20080901-22","title":"Hip Resurfacing: Yet to Be Proven","year":2008,"lang":"en","type":"article","venue":"Orthopedics","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Hip resurfacing; MEDLINE; Surgery; Arthroplasty","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":[0.000189386,0.0001690604,0.0002746721,0.00009774989,0.0001839847,0.00001055889,0.00006356333,0.0000939508,0.0003539857],"category_scores_gemma":[0.0002507146,0.0001357353,0.00008906318,0.0002288402,0.00008672705,0.00007264066,0.00007090211,0.0002296873,0.0003290548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002922135,"about_ca_system_score_gemma":0.0001855216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002724943,"about_ca_topic_score_gemma":0.00001283773,"domain_scores_codex":[0.9985692,0.00002251472,0.0002686889,0.0003074055,0.0004453335,0.0003868697],"domain_scores_gemma":[0.9990457,0.00003371201,0.0000516488,0.0003654425,0.00007346121,0.0004300736],"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":[0.0006356083,0.0005549137,0.4736586,0.0001520847,0.0001300461,0.003919873,0.003261456,0.00003252123,0.00431118,0.0006632786,0.4119793,0.1007012],"study_design_scores_gemma":[0.001189961,0.0005262098,0.04761114,0.00006323143,0.00003988086,0.001261591,0.00009523433,0.00005495129,0.0006560585,0.000007420924,0.948292,0.0002023639],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650458,0.0001046563,0.0002115481,0.004725276,0.0005075841,0.0004452688,0.00003928067,0.0001520108,0.02876855],"genre_scores_gemma":[0.9631948,0.0001865797,0.002747067,0.007659044,0.0004556162,0.00001623785,0.00004888376,0.00004283389,0.02564893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5363127,"threshold_uncertainty_score":0.5535126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05062219983976597,"score_gpt":0.2838416908483527,"score_spread":0.2332194910085867,"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."}}