{"id":"W173326464","doi":"","title":"Arthroplasty versus internal fixation of femoral neck fractures: a clinical decision analysis.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University","funders":"","keywords":"Internal fixation; Medicine; Arthroplasty; Total hip arthroplasty; Fixation (population genetics); Hip arthroplasty; Surgery; Population","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":[0.0003940117,0.000118073,0.0004479065,0.0002255873,0.00002857247,0.00001521202,0.00008010498,0.0001491151,0.0001685484],"category_scores_gemma":[0.001090735,0.00008653454,0.0003522073,0.0003814193,0.00005555053,0.00007664189,0.00001748556,0.0002538631,0.00001371059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003329095,"about_ca_system_score_gemma":0.00003271133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001805459,"about_ca_topic_score_gemma":0.00004836941,"domain_scores_codex":[0.9986204,0.00004629313,0.0005185238,0.0002388907,0.0003469652,0.000228948],"domain_scores_gemma":[0.9989443,0.0002505845,0.0002060074,0.0002952979,0.00009680389,0.0002069415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004384592,0.000307868,0.2937285,0.000005291693,0.0004003082,0.00002610032,0.00009553998,0.0000837488,0.000005980106,0.00002591449,0.003586417,0.6973497],"study_design_scores_gemma":[0.003124268,0.0002964328,0.989131,0.00001282424,0.0006039579,0.000004231083,0.00002417969,0.0002848939,0.0001852142,0.0001463607,0.006110412,0.00007625653],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905707,0.0001652963,0.004473103,0.00055233,0.0005010185,0.0003077116,0.000004954229,0.0000372599,0.003387665],"genre_scores_gemma":[0.99753,0.00005047473,0.001064795,0.0007115645,0.0003754032,0.00001924961,0.00002827124,0.000006609069,0.0002136119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6972735,"threshold_uncertainty_score":0.3528776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03511113721048884,"score_gpt":0.351423718268509,"score_spread":0.3163125810580202,"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."}}