{"id":"W4401856258","doi":"10.3390/dj12080266","title":"Critical Factors Affecting Outcomes of Endodontic Microsurgery: A Retrospective Japanese Study","year":2024,"lang":"en","type":"article","venue":"Dentistry Journal","topic":"Endodontics and Root Canal Treatments","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Root canal; Dentistry; Apicoectomy; Retrospective cohort study; Lesion; Microsurgery; Dental arch; Logistic regression; Periodontitis; Endodontic therapy; Population; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005765042,0.0003108766,0.0006228674,0.0002764749,0.0002891986,0.0006442469,0.0002689739,0.0001131005,0.0004773521],"category_scores_gemma":[0.0008211331,0.0002384871,0.0005284375,0.0003467792,0.0001017176,0.0003368468,0.0001082064,0.0006872724,0.0001142558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000250575,"about_ca_system_score_gemma":0.00008167252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001200969,"about_ca_topic_score_gemma":0.000143522,"domain_scores_codex":[0.9974971,0.0002006405,0.0006906517,0.0003909388,0.000758075,0.0004626066],"domain_scores_gemma":[0.9984159,0.000669443,0.0001710878,0.0002931,0.0002169596,0.0002335275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001926897,0.0005793904,0.9816232,0.00008959769,0.001066079,0.01201556,0.001263147,0.000001773978,0.00216425,0.0001175294,0.0008795119,0.0001806533],"study_design_scores_gemma":[0.0006907543,0.000205332,0.9882523,0.000184882,0.0004630412,0.004236417,0.00391435,0.00002105352,0.001518821,0.0002098354,0.00007359104,0.0002295715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912399,0.0007513596,0.0001507823,0.00003302608,0.006905979,0.0001781464,0.00009885069,0.00007382717,0.0005681154],"genre_scores_gemma":[0.9970585,0.00001244071,0.0001029351,0.00000774973,0.0002417613,0.000003737429,0.000006640766,0.00005413635,0.002512132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007779139,"threshold_uncertainty_score":0.9725223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02961346182378632,"score_gpt":0.3501287373396773,"score_spread":0.320515275515891,"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."}}