{"id":"W2068355596","doi":"10.1159/000258551","title":"Validity and Reproducibility of ICDAS II in Primary Teeth","year":2009,"lang":"en","type":"article","venue":"Caries Research","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Reproducibility; Molar; Dentistry; Kappa; Medicine; Orthodontics; Chemistry; Mathematics; Geometry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003927999,0.0000585615,0.0001650743,0.0001240853,0.0001397874,0.00002519591,0.0001323453,0.00008880406,0.00005871544],"category_scores_gemma":[0.002176252,0.00005680181,0.00002295136,0.0004551686,0.0002424484,0.0001140812,0.0001571997,0.0002871834,0.00000881183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001333201,"about_ca_system_score_gemma":0.0001622329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000440579,"about_ca_topic_score_gemma":0.0004985601,"domain_scores_codex":[0.9980854,0.0003290058,0.0002620941,0.0005292641,0.000508244,0.0002860126],"domain_scores_gemma":[0.9986417,0.000147419,0.00003214125,0.0008236878,0.0002656104,0.00008949086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005356379,0.0003574992,0.904065,0.0006510839,0.000003188181,0.00005622506,0.001144678,0.00000257255,0.005771036,0.002003504,0.009236897,0.07617269],"study_design_scores_gemma":[0.0002771653,0.0002188041,0.9878343,0.00002643825,0.000001473493,0.000008928821,0.0002587437,0.00002310274,0.005660171,0.003380248,0.002262872,0.00004779929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866039,0.0006032031,0.000006639594,0.0001587149,0.0001538016,0.0002963626,0.00001575451,0.00001664315,0.01214499],"genre_scores_gemma":[0.9976735,0.00008333608,0.00004089596,0.00006691454,0.00004974403,0.000006607091,0.00002796916,0.000004535701,0.002046571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08376927,"threshold_uncertainty_score":0.2605334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1218354723252578,"score_gpt":0.4373975937362248,"score_spread":0.315562121410967,"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."}}