{"id":"W4200134466","doi":"10.3390/life12010049","title":"Restoration of Hip Biomechanics after a Hemiarthroplasty for a Femoral Neck Fracture—Who Does It Better?","year":2021,"lang":"en","type":"article","venue":"Life","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Biomechanics; Orthopedic surgery; Arthroplasty; Femoral neck; Surgery; Implant; Hip arthroplasty; Dynamic hip screw; Orthodontics; Femur; Osteoporosis; Anatomy","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":[0.00008051313,0.000125201,0.0002910951,0.00006222705,0.00003758172,0.0000171505,0.0000401659,0.000157488,0.0003371276],"category_scores_gemma":[0.0002986453,0.00008816043,0.0001242295,0.0001381006,0.00002955252,0.00007038306,0.00002343846,0.0001325933,0.0000144161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002266953,"about_ca_system_score_gemma":0.000156034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001336896,"about_ca_topic_score_gemma":0.00005113197,"domain_scores_codex":[0.9991201,0.00002348586,0.000256464,0.0002152119,0.0002039834,0.0001807244],"domain_scores_gemma":[0.9992693,0.00006717587,0.00009218357,0.0002797245,0.000163337,0.0001282441],"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":[0.0098436,0.002242301,0.1444535,0.0049349,0.001229325,0.0009108417,0.01878695,0.00005646774,0.3270266,0.0009510781,0.4382508,0.05131366],"study_design_scores_gemma":[0.004317943,0.0006694317,0.02366569,0.0004321225,0.0003115973,0.00004366534,0.0008791837,0.001133014,0.413173,0.001598364,0.5533805,0.0003955085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749328,0.0004412557,0.008921135,0.01467624,0.0004036834,0.0003289874,0.00006687179,0.00003819144,0.000190841],"genre_scores_gemma":[0.9810829,0.00002386958,0.004052774,0.01327436,0.000624991,0.00004493259,0.0001030846,0.0000224108,0.000770668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1207878,"threshold_uncertainty_score":0.3691311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01418633694919959,"score_gpt":0.2772536569449794,"score_spread":0.2630673199957798,"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."}}