{"id":"W4401715561","doi":"10.1111/cdoe.13005","title":"Caries lesions progression in adults: A prospective 2‐year cohort study","year":2024,"lang":"en","type":"article","venue":"Community Dentistry And Oral Epidemiology","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Institut pour la Recherche en Santé Publique; Université de Montréal","keywords":"Medicine; Dentistry; Lesion; Prospective cohort study; Cohort study; Cohort; Disease; Tooth surface; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00257463,0.000187706,0.0004726848,0.0001283698,0.0004269735,0.00005277134,0.0002303299,0.0002265712,0.00009613322],"category_scores_gemma":[0.001686589,0.0001667311,0.00006024879,0.0003426288,0.0002604177,0.0002112545,0.0003285582,0.001081629,0.0001106036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009802693,"about_ca_system_score_gemma":0.00005673802,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003666047,"about_ca_topic_score_gemma":0.02033227,"domain_scores_codex":[0.9956197,0.00298871,0.0005620638,0.0003443426,0.0001222274,0.0003630121],"domain_scores_gemma":[0.9978144,0.001487564,0.00008399889,0.0004129347,0.00006152411,0.0001395543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001541444,0.0003140951,0.9856861,0.0003318108,0.00002841896,0.0002881481,0.0006746192,0.000002472241,0.000002693621,0.002365669,0.001404007,0.008747855],"study_design_scores_gemma":[0.0006313121,0.0003011757,0.9873227,0.0004491053,0.00003388981,0.0002810811,0.00565221,0.0004142423,0.000008298977,0.004225446,0.0005332857,0.000147273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935569,0.003082865,0.0002607931,0.00006892786,0.001034798,0.0008942917,0.00003745082,0.0001599157,0.000904012],"genre_scores_gemma":[0.9986413,0.0001698084,0.0001911877,0.0001549469,0.00005873042,0.0001657829,0.0001640131,0.00001767248,0.0004365825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01666622,"threshold_uncertainty_score":0.9975441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05512444993621878,"score_gpt":0.4155458429191187,"score_spread":0.3604213929828999,"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."}}