{"id":"W3028979179","doi":"10.3760/cma.j.issn.1001-8050.2015.08.009","title":"Uncemented fully porous-coated long femoral stem prosthesis for management of Vancouver type B2 periprosthetic femoral fracture","year":2015,"lang":"en","type":"article","venue":"Zhonghua chuangshang zazhi","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Medicine; Surgery; Prosthesis; Harris Hip Score; Femoral fracture; Femur; Perforation; Fixation (population genetics); Arthroplasty","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"],"consensus_categories":[],"category_scores_codex":[0.0003367653,0.0003742592,0.0006217893,0.0001569558,0.0001142922,0.00003544593,0.0001678941,0.0001726498,0.0002715311],"category_scores_gemma":[0.00003880695,0.0002956242,0.0001802489,0.000386468,0.0001233151,0.0001596123,0.0001014196,0.0001901087,0.00006592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000129871,"about_ca_system_score_gemma":0.0001490264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003402944,"about_ca_topic_score_gemma":0.00004943812,"domain_scores_codex":[0.9977111,0.00004037203,0.0005197295,0.0004974915,0.0006235133,0.0006077609],"domain_scores_gemma":[0.9984555,0.00003304046,0.0002821429,0.0004949885,0.0004262716,0.0003080209],"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":[0.01391008,0.003754551,0.2867431,0.006344526,0.002571911,0.002743766,0.005393657,0.0002531378,0.00368031,0.0005557898,0.4755028,0.1985464],"study_design_scores_gemma":[0.06042119,0.01602653,0.2320569,0.006060035,0.004048576,0.001172275,0.01841639,0.003889456,0.04065878,0.0003929737,0.6128992,0.003957763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902007,0.0007499067,0.0007118012,0.0008197221,0.001516589,0.002727209,0.0002347158,0.0002427094,0.002796673],"genre_scores_gemma":[0.9797054,0.00003287235,0.002367777,0.0007936865,0.0002696135,0.00009034435,0.0002928319,0.0000927366,0.01635477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1945886,"threshold_uncertainty_score":0.9999496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04330007120511026,"score_gpt":0.2826077529236494,"score_spread":0.2393076817185391,"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."}}