{"id":"W2529482407","doi":"10.2174/1874325001610010490","title":"A Smart Tool for Intraoperative Leg Length Targeting in Total Hip Arthroplasty: A Retrospective Cohort Study","year":2016,"lang":"en","type":"article","venue":"The Open Orthopaedics Journal","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intellijoint Surgical (Canada); McMaster University; Grand River Hospital","funders":"","keywords":"Medicine; Radiography; Total hip arthroplasty; Heel; Retrospective cohort study; Surgery; Cohort; Nuclear medicine; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001615975,0.0004006812,0.0004093955,0.001243476,0.0005308714,0.0007189621,0.0005166673,0.0005267162,0.001502532],"category_scores_gemma":[0.003978867,0.0005573125,0.0006226289,0.001291894,0.0004419865,0.0008531628,0.0005759696,0.0006019639,0.0003093427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003159609,"about_ca_system_score_gemma":0.0006089412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002340185,"about_ca_topic_score_gemma":0.00313428,"domain_scores_codex":[0.9985013,0.0002877083,0.0002520809,0.0003725046,0.0004400899,0.0001462907],"domain_scores_gemma":[0.9952853,0.0007135008,0.002656893,0.0006180258,0.000463121,0.0002632063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005642125,0.00002325695,0.999077,0.000008446251,0.00002247105,0.00007372662,0.00005336042,0.000007686674,0.0001089294,0.000006898627,0.00004103774,0.0005207259],"study_design_scores_gemma":[0.00001583787,0.0003606206,0.9967417,0.00002364964,0.00007738631,0.001576485,0.0005238627,0.0002176762,0.0001172932,0.00001821517,0.0003147111,0.00001250231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991114,0.0002815846,0.0002106406,0.00001461801,0.000006739876,0.00002891932,0.0001693536,0.000002835815,0.0001738834],"genre_scores_gemma":[0.9993559,0.00010402,0.0002055655,0.00002258314,0.000008517268,0.00003188864,0.0002013849,0.000003089016,0.00006719666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002340185,"threshold_uncertainty_score":0.008546174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893123283014047,"score_gpt":0.2918175726809047,"score_spread":0.2728863398507643,"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."}}