{"id":"W3006988236","doi":"10.1186/s12903-020-1033-9","title":"Knowledge, dentist confidence and management of periodontal patients among general dentists from Belarus, Lithuania, Macedonia, Moldova and Romania","year":2020,"lang":"en","type":"article","venue":"BMC Oral Health","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"British Society of Periodontology","keywords":"Medicine; Periodontist; Periodontology; Family medicine; Logistic regression; Dentistry; Macedonian","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":[0.0006826902,0.0001314377,0.0002547755,0.0008305688,0.0004373567,0.0005132019,0.0002126575,0.0002001266,0.001626777],"category_scores_gemma":[0.001383391,0.0001693101,0.0001930268,0.0007106886,0.0004529227,0.0002125008,0.0006296592,0.0002231483,0.00009798403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005425031,"about_ca_system_score_gemma":0.0007075942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01939781,"about_ca_topic_score_gemma":0.02913539,"domain_scores_codex":[0.9997074,0.00006651755,0.00003248831,0.00004157428,0.00005582498,0.00009618868],"domain_scores_gemma":[0.9995255,0.00009067203,0.000219803,0.00001990672,0.00004650995,0.00009755449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002303478,0.00002925929,0.994513,0.00003617074,0.00001297388,0.00007886053,0.001945485,0.0000199418,0.0001215347,0.00002753392,0.0000633684,0.003128729],"study_design_scores_gemma":[0.00000252473,0.00004641725,0.9975322,0.00002091519,0.000006054923,0.00008141564,0.002113533,0.00001597125,0.0000120754,0.000004329765,0.0001636456,9.400349e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995472,0.0001944824,0.000005778711,0.000033512,0.000001105468,0.000003266059,0.00003368104,4.697949e-7,0.0001805068],"genre_scores_gemma":[0.9997535,0.0001110518,0.00001707228,0.00001660643,0.00000108855,0.000002869715,0.00003851071,1.638107e-7,0.00005915315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01939781,"threshold_uncertainty_score":0.03856975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04491870867222979,"score_gpt":0.3349076740339621,"score_spread":0.2899889653617323,"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."}}