{"id":"W2465421323","doi":"","title":"[Microleakage detection in endodontics--a methodological review].","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Endodontics and Root Canal Treatments","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Root canal; Endodontics; Dentistry; Root Canal Filling Materials; Radiological weapon; Point (geometry); Root (linguistics); Orthodontics; Medicine; Mathematics; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01822181,0.000879194,0.00343429,0.01518714,0.0007179456,0.003134877,0.001758452,0.001698893,0.00348453],"category_scores_gemma":[0.04838083,0.000690946,0.003121154,0.01656136,0.001176382,0.002456613,0.001261632,0.000576589,0.0009527158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002346954,"about_ca_system_score_gemma":0.0133287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004858671,"about_ca_topic_score_gemma":0.01056837,"domain_scores_codex":[0.9825839,0.007087633,0.005932014,0.0006768103,0.003485164,0.0002344145],"domain_scores_gemma":[0.9708466,0.0151945,0.004832759,0.0009689127,0.007868947,0.000288318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003830887,0.0000717167,0.002722904,0.4454961,0.002693408,0.0002286986,0.0004815077,0.0001556874,0.000741117,0.001468007,0.0163624,0.5291954],"study_design_scores_gemma":[0.0004654658,0.001173493,0.02307021,0.6031132,0.02672089,0.003559026,0.001200805,0.0003710357,0.00204882,0.002848348,0.3352794,0.0001491964],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005562561,0.9959049,0.0008179913,0.0005328506,0.0006731261,0.0005360038,0.0002545641,0.00001436169,0.0007099757],"genre_scores_gemma":[0.009174772,0.9807241,0.00655627,0.0009223858,0.0002723724,0.001330764,0.0004558748,0.00001366063,0.0005497914],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01822181,"threshold_uncertainty_score":0.0963673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1525049214949959,"score_gpt":0.3181861925289579,"score_spread":0.165681271033962,"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."}}