{"id":"W4221003636","doi":"10.1111/cid.13074","title":"Prognostic factors associated with implant loss, disease progression or favorable outcomes after peri‐implantitis surgical therapy","year":2022,"lang":"en","type":"article","venue":"Clinical Implant Dentistry and Related Research","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peri-implantitis; Medicine; Implant; Periodontitis; Implant failure; Dentistry; Tooth loss; Bleeding on probing; Surgery; Oral health","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":[0.0005368484,0.0002062562,0.0002779027,0.0005074331,0.0002978216,0.0004048049,0.0002337992,0.0003165395,0.002473112],"category_scores_gemma":[0.002189508,0.00008824829,0.0005922816,0.0005809789,0.0003049329,0.000193926,0.0002918794,0.0004534177,0.000185824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001698949,"about_ca_system_score_gemma":0.0003916201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004423688,"about_ca_topic_score_gemma":0.0006669549,"domain_scores_codex":[0.9996595,0.00006790947,0.00004642973,0.00004751673,0.00009464756,0.00008396489],"domain_scores_gemma":[0.9972767,0.0006718241,0.001440475,0.00008183666,0.0001610102,0.0003681103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002942765,0.00002473776,0.9974608,0.00001643384,0.00003060798,0.0001008401,0.00002309028,0.00004427628,0.0001598986,0.000008642925,0.00003400882,0.001802356],"study_design_scores_gemma":[0.000006520762,0.0002331782,0.9985459,0.0000114976,0.00005550762,0.0007319439,0.0000991048,0.00008277832,0.00007646031,0.00002329649,0.0001310561,0.000002851722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983715,0.001024546,0.00008457873,0.00003403555,0.000005682082,0.000007288789,0.00009998091,0.000002215674,0.0003701011],"genre_scores_gemma":[0.9996406,0.0001405167,0.0000336742,0.000006257585,0.000008837326,0.000004396996,0.00009310016,6.905004e-7,0.00007196089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002473112,"threshold_uncertainty_score":0.008273423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1284549087371725,"score_gpt":0.4539830293772768,"score_spread":0.3255281206401043,"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."}}