{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004865017,0.0003822706,0.0008239728,0.0001793588,0.0007764863,0.0002969762,0.00034334,0.0001474105,0.0008819964],"category_scores_gemma":[0.001287384,0.0001930199,0.000232499,0.0003140423,0.0002507783,0.0006396645,0.000330535,0.001103943,0.00004892355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003334229,"about_ca_system_score_gemma":0.0006233742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005828803,"about_ca_topic_score_gemma":0.0001599072,"domain_scores_codex":[0.9965857,0.0003648248,0.0009615674,0.0005448332,0.0007649085,0.0007782053],"domain_scores_gemma":[0.9981111,0.0004101492,0.0003878088,0.0004105064,0.000407381,0.0002730626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001431425,0.0006284029,0.9461967,0.000009205018,0.0003876809,0.0004102722,0.001519037,0.000004381285,0.0002589092,0.0003494637,0.006308101,0.04249643],"study_design_scores_gemma":[0.01638159,0.003600721,0.9591579,0.0004140349,0.0002838568,0.003502319,0.003100319,0.0001423493,0.0001074781,0.0003087779,0.01252861,0.0004720345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869334,0.0001318848,0.001636226,0.003928978,0.001129498,0.004333213,0.00006558767,0.00003324483,0.001807933],"genre_scores_gemma":[0.9944941,0.0002524528,0.000723797,0.0004906649,0.001165468,0.0002124824,0.0000086062,0.0000676091,0.002584813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0420244,"threshold_uncertainty_score":0.9657242,"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."}}