{"id":"W4392015807","doi":"10.1093/jbmrpl/ziae022","title":"It is not “just a fracture”","year":2024,"lang":"en","type":"editorial","venue":"JBMR Plus","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hip fracture; Relative survival; Fracture (geology); Population; Surgery; Osteoporosis; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.000193092,0.0005065392,0.0008908305,0.0002386484,0.0000715835,0.0001088647,0.0002424303,0.002092361,0.003317801],"category_scores_gemma":[0.0007304911,0.000378874,0.0004172035,0.0001911615,0.00007916625,0.00004674313,0.0001036395,0.00290876,0.004877363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003211584,"about_ca_system_score_gemma":0.001292213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001943881,"about_ca_topic_score_gemma":0.00004503188,"domain_scores_codex":[0.9971234,0.0000253074,0.0004141474,0.000704861,0.001280991,0.0004513559],"domain_scores_gemma":[0.9982311,0.0004300757,0.0001285901,0.0007337322,0.0001991803,0.0002772984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002572423,0.00003955937,0.00000361869,0.0007945282,0.0002704015,0.0008351872,0.002043949,0.000001224382,0.00002100046,0.000005907432,0.9949669,0.0007604661],"study_design_scores_gemma":[0.0009746312,0.0001688289,0.0000250691,0.0006670204,0.0008086782,0.00002260509,0.00008024425,0.00003327373,0.0001752102,0.00007834123,0.9965935,0.0003726292],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002468577,0.00218491,0.00003362541,0.01622691,0.9192368,0.000395161,0.000444978,0.0002398091,0.06121318],"genre_scores_gemma":[0.001513706,0.0003398951,0.00007808212,0.01581278,0.8608865,0.00003602979,0.0007588832,0.0001369729,0.1204371],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05922394,"threshold_uncertainty_score":0.9998663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01692264459758293,"score_gpt":0.3321417296229274,"score_spread":0.3152190850253445,"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."}}