{"id":"W7115809290","doi":"","title":"Functional Outcomes of Proximal Femur Limb Salvage Surgery","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medius; Gait; Greater trochanter; Gait analysis; Femur; Prosthesis; Reduction (mathematics); Kinematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002500254,0.0003924183,0.001179239,0.001892541,0.0002311588,0.0006851073,0.0004262073,0.0004975001,0.002909651],"category_scores_gemma":[0.0112619,0.00009207385,0.002586605,0.001513527,0.0003963025,0.0006250243,0.0005843121,0.0004548771,0.0003260653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034013,"about_ca_system_score_gemma":0.0007829309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001519027,"about_ca_topic_score_gemma":0.003541687,"domain_scores_codex":[0.9974422,0.0007597035,0.0005977294,0.0002211449,0.0008273088,0.0001518494],"domain_scores_gemma":[0.9957029,0.001717468,0.001574294,0.00009174856,0.0007300111,0.000183625],"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":[0.005494501,0.0008882812,0.2410202,0.05533756,0.01638647,0.0007164793,0.0008077178,0.002769357,0.001643827,0.0004852111,0.004528254,0.6699222],"study_design_scores_gemma":[0.0006943556,0.01609827,0.9102486,0.02469534,0.01916102,0.00336803,0.001540033,0.001241292,0.002039996,0.001463507,0.01926716,0.000182285],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6987733,0.2863824,0.0009845225,0.001779215,0.0003645209,0.000260205,0.004995957,0.00002851853,0.006431438],"genre_scores_gemma":[0.9680197,0.0286437,0.0004636087,0.0002916959,0.0001131989,0.00009804199,0.001954099,0.00000796614,0.0004080837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002909651,"threshold_uncertainty_score":0.01322275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03098447799790861,"score_gpt":0.2396312393427406,"score_spread":0.208646761344832,"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."}}