{"id":"W2413646611","doi":"10.1615/jlongtermeffmedimplants.v20.i1.30","title":"Preface to Special Section: Retrieval Analysis of Implanted Medical Devices","year":2010,"lang":"en","type":"article","venue":"Journal of Long-Term Effects of Medical Implants","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food and drug administration; Health technology; Agency (philosophy); Health care; Medicine; Medical emergency; Political science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005975748,0.002548077,0.002065138,0.005263473,0.002503835,0.006032687,0.002974603,0.007706514,0.04259668],"category_scores_gemma":[0.03538661,0.0007551447,0.002052733,0.002189968,0.001892183,0.004399242,0.00262726,0.01105406,0.03399813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003341198,"about_ca_system_score_gemma":0.004323612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003047124,"about_ca_topic_score_gemma":0.003233414,"domain_scores_codex":[0.9960751,0.0005491379,0.0004874562,0.0005706963,0.002080752,0.0002368555],"domain_scores_gemma":[0.9577547,0.01119487,0.001616251,0.001391168,0.0240425,0.004000469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001936873,0.00002658803,0.00013532,0.0001670857,0.000005721915,0.0001039498,0.00002383958,0.00005449592,0.0001599708,0.0004606758,0.9882028,0.01064028],"study_design_scores_gemma":[0.00001477592,0.00006915795,0.001170226,0.0005382861,0.00001350616,0.0004079753,0.00007643736,0.0002300405,0.0002200364,0.002497544,0.9947376,0.00002432785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002043291,0.006412746,0.001227099,0.04637404,0.9359814,0.0001175246,0.0002815504,0.0001455514,0.009255757],"genre_scores_gemma":[0.001535996,0.01041901,0.0009613081,0.03379651,0.9084691,0.0001338901,0.0005212877,0.0002310643,0.04393183],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04259668,"threshold_uncertainty_score":0.1425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009565582147376869,"score_gpt":0.319630455354871,"score_spread":0.3100648732074942,"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."}}