{"id":"W2803915029","doi":"10.1177/1120700018762179","title":"Predictive accuracy of RSA migration thresholds for cemented total hip arthroplasty stem designs","year":2018,"lang":"en","type":"article","venue":"Hip International","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Survivorship curve; Total hip arthroplasty; Prospective cohort study; Total hip replacement; Surgery; Internal medicine; Cancer","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":[0.004466955,0.000679553,0.000390087,0.001390574,0.0001822872,0.0006757765,0.000458205,0.0006031374,0.001250579],"category_scores_gemma":[0.0291162,0.0002758658,0.00056617,0.0005317438,0.0004578695,0.0006493531,0.0005448218,0.0005069106,0.0003993366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001754355,"about_ca_system_score_gemma":0.0002007829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004108176,"about_ca_topic_score_gemma":0.0005291182,"domain_scores_codex":[0.9979408,0.0006767376,0.0004211924,0.0002237613,0.0006484227,0.00008891737],"domain_scores_gemma":[0.9697296,0.01807715,0.008296996,0.001490862,0.001888982,0.0005163399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003115997,0.00001610144,0.9914786,0.00001569465,0.00003490285,0.00002816034,0.00002630227,0.0004167132,0.0004383783,0.00001632546,0.00005796627,0.007159204],"study_design_scores_gemma":[0.00002507602,0.001091251,0.9898637,0.00002985962,0.0001174683,0.001025609,0.00007035414,0.005376416,0.001896144,0.0001317583,0.0003539362,0.00001849632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961992,0.001168739,0.001736734,0.00005020643,0.00002519415,0.00001526816,0.0001437128,0.0000400002,0.0006208355],"genre_scores_gemma":[0.9989567,0.00006647564,0.000768044,0.000007104889,0.0000135043,0.000008226149,0.0001219313,0.000004477495,0.00005363422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004466955,"threshold_uncertainty_score":0.02362376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04443959231758654,"score_gpt":0.3090218967282073,"score_spread":0.2645823044106208,"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."}}