{"id":"W2789395928","doi":"10.1007/s11999.0000000000000028","title":"Frank Stinchfield Award: Identification of the At-risk Genotype for Development of Pseudotumors Around Metal-on-metal THAs","year":2018,"lang":"en","type":"article","venue":"Clinical Orthopaedics and Related Research","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Identification (biology); Genotype; Genetics; Gene","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":[0.0009797814,0.0002700872,0.0002890272,0.0007030469,0.0005373957,0.000562741,0.000549923,0.0008087045,0.02604468],"category_scores_gemma":[0.003735944,0.0001373567,0.0001438793,0.0002460139,0.0004919253,0.0004503499,0.0004477326,0.0004845973,0.002892757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004204099,"about_ca_system_score_gemma":0.0005607928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002798342,"about_ca_topic_score_gemma":0.003034922,"domain_scores_codex":[0.9996294,0.00006777582,0.00003177259,0.00008488986,0.0001006343,0.00008554319],"domain_scores_gemma":[0.9976416,0.0004405508,0.0003405284,0.0001113744,0.0004690342,0.0009970118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001880407,0.0005151908,0.6577328,0.0001750061,0.00008968534,0.01058318,0.0004187509,0.0001423797,0.004324193,0.0009221649,0.178626,0.1445902],"study_design_scores_gemma":[0.0002930473,0.001890469,0.855414,0.000154168,0.00008846371,0.05059147,0.001038441,0.0006070917,0.001263976,0.000825218,0.08777701,0.00005678565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8935789,0.008337932,0.001652811,0.04857067,0.005610446,0.0002730356,0.002161349,0.0001593763,0.03965539],"genre_scores_gemma":[0.9454424,0.00310238,0.001246058,0.002477105,0.003047644,0.00005430249,0.0009352107,0.00003833149,0.04365645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02604468,"threshold_uncertainty_score":0.0871281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09174040985853893,"score_gpt":0.4137167127104674,"score_spread":0.3219763028519285,"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."}}