{"id":"W7132870132","doi":"","title":"Site Specific Prediction for Early and Late Implant Failure in Single Teeth","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Implant; Implant failure; Medical record; Retrospective cohort study; Dental implant","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":[0.0008560916,0.0002386507,0.0003335537,0.00140799,0.0003114838,0.0005381843,0.0003207245,0.0005541373,0.002535714],"category_scores_gemma":[0.004528572,0.0002902322,0.000424343,0.0007034208,0.0002617857,0.0003519427,0.0004613987,0.0005274694,0.000289068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001874084,"about_ca_system_score_gemma":0.000297746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001695919,"about_ca_topic_score_gemma":0.004068065,"domain_scores_codex":[0.9995515,0.0001080588,0.00007524931,0.00005907445,0.0001263537,0.00007974767],"domain_scores_gemma":[0.9951775,0.001555833,0.00237217,0.0001622428,0.0003370898,0.0003951176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008185184,0.00001794199,0.9979527,0.000008972412,0.000007500149,0.0001020813,0.00003134321,0.0000305912,0.0001659395,0.000003943622,0.0000196915,0.001577416],"study_design_scores_gemma":[0.000002307245,0.0001427844,0.9986476,0.000009266819,0.0000130221,0.0007522721,0.0001603534,0.0001082441,0.00009910989,0.00001251803,0.00004889042,0.000003620034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992462,0.0003604776,0.00007981232,0.00001337934,0.000003471507,0.000006334255,0.00009275527,0.000001974052,0.0001955483],"genre_scores_gemma":[0.9995404,0.0001444351,0.0001095815,0.000005739381,0.000004931559,0.000004655736,0.00009861181,0.000001393973,0.00009031109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002535714,"threshold_uncertainty_score":0.008482754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02459940127975537,"score_gpt":0.3290800296595099,"score_spread":0.3044806283797546,"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."}}