{"id":"W2417267483","doi":"10.1615/jlongtermeffmedimplants.v19.i3.10","title":"SPECIAL ISSUE: DESIGNING IMPLANT TRIALSGUEST EDITOR: MOHIT BHANDARIPreface: Designing Implant Trials in 2010: A Recipe for Success","year":2009,"lang":"en","type":"article","venue":"Journal of Long-Term Effects of Medical Implants","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton General Hospital","funders":"","keywords":"Clinical trial; Audit; Medicine; Food and drug administration; Regulatory science; Drug trial; Clinical study design; Randomized controlled trial; Medical physics; Business; Risk analysis (engineering); Surgery; Accounting","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04104863,0.003410136,0.004409129,0.003973372,0.003475273,0.01432202,0.005366344,0.01970785,0.01996108],"category_scores_gemma":[0.1809795,0.001997538,0.002544061,0.00249204,0.007232288,0.009660029,0.003393579,0.02663492,0.01342942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004290414,"about_ca_system_score_gemma":0.008245377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001034162,"about_ca_topic_score_gemma":0.002418202,"domain_scores_codex":[0.9602774,0.01621341,0.006686443,0.0029971,0.01271566,0.001110007],"domain_scores_gemma":[0.7862234,0.1182578,0.01562933,0.007471065,0.05637848,0.01604001],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005788458,0.00002868221,0.0001253238,0.0005002056,0.00003229366,0.0001371207,0.00005851276,0.00005409956,0.00006193075,0.0008245021,0.9859525,0.01216698],"study_design_scores_gemma":[0.00007461975,0.0000679041,0.0003162383,0.0009439452,0.00005816565,0.0005169999,0.0001399942,0.000262297,0.0001694451,0.002250747,0.995164,0.00003553618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0001285683,0.01408001,0.001627634,0.2495937,0.7319651,0.0001013138,0.0001218215,0.0001820863,0.002199791],"genre_scores_gemma":[0.0009874472,0.008097121,0.001589671,0.1365202,0.8459979,0.0001543335,0.00005489619,0.0001957303,0.006402687],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9589514,"threshold_uncertainty_score":0.2170885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2289867725801455,"score_gpt":0.4657916345534098,"score_spread":0.2368048619732643,"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."}}