{"id":"W2405181074","doi":"","title":"DIAGNOdent--an adjunctive diagnostic method for caries diagnosis in epidemiology.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Dentistry; Epidemiology; Significant difference; Sample size determination; Clinical study; Orthodontics; Statistics; Mathematics; Surgery; Pathology; 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":[0.002601913,0.00085557,0.0008159583,0.002929977,0.000490397,0.00120737,0.0006230109,0.0009376813,0.006236617],"category_scores_gemma":[0.004474132,0.0004197609,0.0002408768,0.001398296,0.0006993128,0.0007739551,0.0009126912,0.0006206358,0.002368695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002482384,"about_ca_system_score_gemma":0.0005171233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004851507,"about_ca_topic_score_gemma":0.001005415,"domain_scores_codex":[0.9977219,0.0007773136,0.0001619641,0.0003274356,0.0009366897,0.00007478536],"domain_scores_gemma":[0.9973148,0.001164257,0.0004850556,0.0001509715,0.0007083511,0.0001766197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002124306,0.0003500764,0.1677149,0.004695026,0.0001676198,0.0005553573,0.0004333491,0.0002551007,0.2290059,0.0004712789,0.007497563,0.5867295],"study_design_scores_gemma":[0.0003295184,0.006744074,0.5342105,0.002468995,0.0008607251,0.03546273,0.001439413,0.005461372,0.2034364,0.001410515,0.2079214,0.0002542283],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5606937,0.2552074,0.1371236,0.002590303,0.003425087,0.002243434,0.007536126,0.003916074,0.0272644],"genre_scores_gemma":[0.7164674,0.03361715,0.2258408,0.001116389,0.0010381,0.001128232,0.003177846,0.0002234145,0.01739069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006236617,"threshold_uncertainty_score":0.02086353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0504053965755611,"score_gpt":0.3473722360404231,"score_spread":0.296966839464862,"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."}}