{"id":"W2346793526","doi":"","title":"A pilot study of dentists' assessment of caries detection and staging systems applied to early caries: PEARL Network findings.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Based Research Centre","funders":"","keywords":"Dentistry; Medicine; Orthodontics; Pearl","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":[0.01591738,0.0003825856,0.0003746102,0.00080571,0.0009685419,0.0006831738,0.0007007812,0.0007482764,0.002379037],"category_scores_gemma":[0.03402841,0.0006619586,0.0003912986,0.0005656791,0.0008497083,0.001319864,0.001160518,0.001075614,0.0007146772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008068502,"about_ca_system_score_gemma":0.001523303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005594295,"about_ca_topic_score_gemma":0.008626311,"domain_scores_codex":[0.9945877,0.003203208,0.0002263445,0.0006059465,0.0009004337,0.0004764528],"domain_scores_gemma":[0.9768829,0.01149375,0.002387229,0.001882233,0.004940305,0.002413587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005997817,0.02828846,0.8844589,0.0002457249,0.00008975768,0.0006557034,0.0381018,0.0001310455,0.004168759,0.0001239113,0.001019707,0.03671837],"study_design_scores_gemma":[0.0009756166,0.04746677,0.929724,0.00005507002,0.00005502525,0.0005148615,0.01795543,0.0007046766,0.000747681,0.0001124053,0.0016404,0.00004806097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991849,0.00002466022,0.00009209417,0.00003771705,0.000007297831,0.0003127317,0.00003656098,0.000002725295,0.0003012963],"genre_scores_gemma":[0.9980024,0.00004576548,0.0007926808,0.0001342989,0.00001390336,0.0005171123,0.00007068208,0.000003623489,0.0004195123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01591738,"threshold_uncertainty_score":0.08418012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03517515014947052,"score_gpt":0.2995304822125063,"score_spread":0.2643553320630358,"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."}}