{"id":"W2253103140","doi":"10.1302/0301-620x.91b6.21417","title":"The continued value of clinical and radiological surveillance","year":2009,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery - British Volume","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Norfolk General Hospital","funders":"","keywords":"Medicine; Radiological weapon; Confidence interval; Surgery; Survivorship curve; Total hip replacement; Radiography; Predictive value; 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":[0.00331991,0.0003333913,0.0006053399,0.001447787,0.0004949817,0.001066218,0.0005383339,0.001005406,0.001135713],"category_scores_gemma":[0.01887019,0.0001120993,0.0004639934,0.0008248467,0.0003870325,0.001055846,0.0006210933,0.0008972662,0.0003569808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000421214,"about_ca_system_score_gemma":0.0004949666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002877368,"about_ca_topic_score_gemma":0.003570942,"domain_scores_codex":[0.9982603,0.0005975867,0.0002157713,0.0002124317,0.000510817,0.0002031012],"domain_scores_gemma":[0.9891909,0.003409619,0.003122024,0.0007240688,0.002337318,0.00121605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006997798,0.0001281879,0.8929132,0.00006330989,0.00007826964,0.0008180815,0.0002597996,0.0003091166,0.0008442015,0.00007961875,0.0004989201,0.1033076],"study_design_scores_gemma":[0.00002232109,0.001771027,0.9877821,0.0001201988,0.0001660888,0.004475387,0.0003086779,0.0008964882,0.0006794865,0.0002481536,0.00348603,0.00004407273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728398,0.01706903,0.001843441,0.001381492,0.0001511122,0.00002997124,0.0005829558,0.00007700788,0.006025226],"genre_scores_gemma":[0.9975649,0.0008932137,0.0005243848,0.0001262759,0.000123666,0.00001052469,0.0002905517,0.000005227558,0.000461302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00331991,"threshold_uncertainty_score":0.01755756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02562334457205495,"score_gpt":0.2784184885078752,"score_spread":0.2527951439358202,"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."}}