{"id":"W4285819035","doi":"10.2106/jbjs.cc.22.00097","title":"Precontouring Plates for MIS Bilateral Femur Osteosynthesis Using a Patient-Specific 3D Printed Model","year":2022,"lang":"en","type":"article","venue":"JBJS Case Connector","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Osteosynthesis; Femur; 3d printed; Orthodontics; Medicine; Biomedical engineering; Surgery","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":[0.0003814197,0.0009181577,0.000293391,0.001054909,0.0002864302,0.0007450287,0.0007793293,0.001736707,0.003109642],"category_scores_gemma":[0.001312024,0.0005456762,0.0009552081,0.0003023692,0.0005951656,0.0005341427,0.0007712153,0.0009036637,0.001150989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000296242,"about_ca_system_score_gemma":0.0006210915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006353099,"about_ca_topic_score_gemma":0.001377365,"domain_scores_codex":[0.9994918,0.00003938944,0.0000597588,0.00004813409,0.0003285412,0.00003231656],"domain_scores_gemma":[0.9995679,0.0001487688,0.00006315206,0.0001323981,0.00003829555,0.0000495021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.0007769971,0.000450593,0.02062645,0.001180577,0.0001879396,0.2919372,0.001244858,0.02898138,0.4424671,0.004518782,0.003778422,0.2038497],"study_design_scores_gemma":[0.00006873714,0.001007026,0.01277436,0.0001893636,0.0001912542,0.8187478,0.0002731835,0.04811766,0.08738752,0.001709595,0.02936038,0.0001731333],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6713658,0.003138485,0.305104,0.00150049,0.00078415,0.000446618,0.0008551533,0.001694129,0.0151111],"genre_scores_gemma":[0.8767802,0.0009380439,0.1176695,0.0002036991,0.00007124107,0.00008521025,0.0003175066,0.0001080877,0.003826467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003109642,"threshold_uncertainty_score":0.01040274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02401831661225014,"score_gpt":0.2247748310931039,"score_spread":0.2007565144808538,"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."}}