{"id":"W4389527813","doi":"10.5371/hp.2023.35.4.277","title":"Reduction of the Femoral Head First, and Assembly of the MUTARS<sup>®</sup> Device in Case of Impossible Reduction during Total Hip Arthroplasty","year":2023,"lang":"en","type":"article","venue":"Hip & Pelvis","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Medicine; Femoral head; Reduction (mathematics); Surgery; Soft tissue; Implant; Total hip arthroplasty; Dislocation; Arthroplasty; Materials science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002933537,0.0001500271,0.0003185081,0.0001464414,0.0001537804,0.000007897495,0.00005487597,0.00009334233,0.0000433051],"category_scores_gemma":[0.000108723,0.00009691741,0.0001213738,0.0006675447,0.0002737883,0.0001196762,0.0001097681,0.0002293717,0.00000359315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004212157,"about_ca_system_score_gemma":0.0000981188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009338236,"about_ca_topic_score_gemma":0.0002408288,"domain_scores_codex":[0.9986761,0.00008927682,0.000469518,0.0002401713,0.0002761891,0.0002487695],"domain_scores_gemma":[0.9992216,0.00005008413,0.000233642,0.0003524748,0.00008048865,0.00006177005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001814314,0.001015027,0.6606356,0.003738538,0.000318241,0.0007051664,0.02857823,0.004681699,0.2413222,0.0001959862,0.002014693,0.0549803],"study_design_scores_gemma":[0.003323469,0.0003821791,0.8979418,0.0009844884,0.0001578988,0.01521484,0.007929454,0.002454873,0.07109548,0.00003424794,0.0002849234,0.0001963263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980712,0.0001547448,0.000001243029,0.0007748728,0.0004097571,0.0004034683,0.00003616983,0.00002412911,0.0001244032],"genre_scores_gemma":[0.999166,0.00007674693,0.00005075607,0.000008542633,0.0001564311,0.000008148974,0.000005817802,0.00001902998,0.0005085424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2373062,"threshold_uncertainty_score":0.3952177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02151557274244363,"score_gpt":0.2710487936493376,"score_spread":0.2495332209068939,"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."}}