{"id":"W1968265406","doi":"10.1097/bot.0b013e3181761490","title":"Optimal Arthroplasty for Femoral Neck Fractures: Is Total Hip Arthroplasty the Answer?","year":2009,"lang":"en","type":"review","venue":"Journal of Orthopaedic Trauma","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Surgery; Arthroplasty; Femoral neck; Context (archaeology); Total hip arthroplasty; Internal fixation; Hip fracture; Osteosynthesis; Osteoporosis; 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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009529761,0.0009917754,0.003640973,0.0004928998,0.0003230172,0.0001343273,0.0003819601,0.0008897083,0.0007687102],"category_scores_gemma":[0.0004054127,0.0005275381,0.004237198,0.0004408791,0.0002893172,0.0002346712,0.00004600243,0.002776719,0.00005985024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001637677,"about_ca_system_score_gemma":0.001415104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002999886,"about_ca_topic_score_gemma":0.000004027512,"domain_scores_codex":[0.9949448,0.0002001934,0.002299134,0.0005227197,0.001213856,0.0008193527],"domain_scores_gemma":[0.9953766,0.0006052508,0.002233448,0.0006871052,0.0004605358,0.0006370885],"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":[0.0005033617,0.0003164084,0.00009253126,0.00273874,0.000884886,0.0005464003,0.0003415095,0.0000174195,2.730119e-7,0.000008633239,0.05909165,0.9354582],"study_design_scores_gemma":[0.003131558,0.002593847,0.001539871,0.009020315,0.004175244,0.01008625,0.0001500163,0.00001475209,0.000003639469,0.00002201182,0.9687828,0.0004796829],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002669524,0.9906296,0.0009791149,0.001168791,0.002358392,0.001576386,0.0001579609,0.00004534113,0.000414929],"genre_scores_gemma":[0.001794807,0.9844318,0.003341615,0.001378819,0.007782587,0.00003254042,0.00007510983,0.0001483005,0.001014398],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9349785,"threshold_uncertainty_score":0.9997176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03718912356477344,"score_gpt":0.3407977582083371,"score_spread":0.3036086346435637,"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."}}