{"id":"W3048435416","doi":"10.1007/s40496-020-00277-z","title":"Insights into the Clinical Diagnosis of Peri-implantitis: to Probe or Not to Probe","year":2020,"lang":"en","type":"article","venue":"Current Oral Health Reports","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Peri-implantitis; Medicine; Dentistry; Implant; Bleeding on probing; Peri; Implant failure; Oral and maxillofacial surgery; Periodontitis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01172886,0.0008517356,0.001413712,0.003249021,0.001281516,0.006284048,0.001874706,0.004644823,0.002718637],"category_scores_gemma":[0.05377028,0.0004816164,0.0005400723,0.001217666,0.006551308,0.00886581,0.002435305,0.00672748,0.001887571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001422402,"about_ca_system_score_gemma":0.003816292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002204265,"about_ca_topic_score_gemma":0.003778873,"domain_scores_codex":[0.9919792,0.003527157,0.0010741,0.0005796817,0.002218625,0.0006211551],"domain_scores_gemma":[0.9713104,0.01628515,0.003105539,0.00110007,0.006821474,0.001377266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008256761,0.0006220476,0.131567,0.003805786,0.0001439943,0.00732614,0.006882957,0.0004026878,0.01516487,0.02838504,0.04681837,0.7580553],"study_design_scores_gemma":[0.0003137556,0.00229832,0.1474684,0.02749465,0.0006074805,0.1378723,0.08183777,0.006550699,0.01089474,0.2282975,0.3556374,0.0007267892],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07629899,0.3365319,0.03013892,0.5054889,0.01013442,0.00021587,0.0003228959,0.0002628903,0.04060521],"genre_scores_gemma":[0.7309608,0.1262138,0.03753109,0.0849381,0.01635693,0.000142103,0.0002475606,0.0001240334,0.003485674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01172886,"threshold_uncertainty_score":0.06202883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2166439187253944,"score_gpt":0.4836551102060008,"score_spread":0.2670111914806064,"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."}}