{"id":"W2416494765","doi":"10.1111/cid.12428","title":"A Retrospective Analysis of the Effectiveness of the Longevity Protocol for Assessing the Risk of Implant Failure","year":2016,"lang":"en","type":"article","venue":"Clinical Implant Dentistry and Related Research","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Implant; Implant failure; Protocol (science); Longevity; Dentistry; Retrospective cohort study; Surgery; Gerontology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.005200366,0.000316281,0.0003362446,0.001937563,0.0002613266,0.0004737326,0.0002948109,0.0003408575,0.00069258],"category_scores_gemma":[0.01595158,0.0003429935,0.0004863354,0.001163004,0.0003991488,0.0005028115,0.0004172949,0.0002724399,0.0001894403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003526709,"about_ca_system_score_gemma":0.0004996755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007903912,"about_ca_topic_score_gemma":0.0005213028,"domain_scores_codex":[0.9957009,0.002016217,0.0006994638,0.0004456701,0.0009758691,0.0001617815],"domain_scores_gemma":[0.9806686,0.008571225,0.006356786,0.001833822,0.002072723,0.0004968212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003799393,0.0000322032,0.9955526,0.00001378838,0.00005146616,0.00005967014,0.00004705859,0.0000625994,0.0001943497,0.00001946701,0.00006287751,0.003523822],"study_design_scores_gemma":[0.00004233197,0.001397588,0.9948307,0.00001727976,0.0001211611,0.001306992,0.0001492231,0.001101944,0.0005241164,0.0000332023,0.0004580602,0.00001753082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983734,0.0003119251,0.0007683907,0.00001290325,0.000005532705,0.00005799096,0.0002160535,0.000008371618,0.0002453548],"genre_scores_gemma":[0.9988014,0.0001079187,0.0005971948,0.00001315126,0.00001222274,0.00005513038,0.000369279,0.000003261425,0.00004046019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005200366,"threshold_uncertainty_score":0.02750254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09140595295069268,"score_gpt":0.4994675022148291,"score_spread":0.4080615492641364,"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."}}