{"id":"W2912025466","doi":"10.1111/ipd.12478","title":"In vivo validity of proximal caries detection in primary teeth, with histological validation","year":2019,"lang":"en","type":"article","venue":"International Journal of Paediatric Dentistry","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba","funders":"Ministry of Education, Libya","keywords":"Medicine; Molar; Dentistry; Radiography; Reproducibility; Orthodontics; Radiology","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":[0.0005629624,0.0001219186,0.0002836281,0.0005090511,0.00001486104,0.00003833036,0.0003097906,0.0001476711,0.0003035457],"category_scores_gemma":[0.0001673586,0.0001093584,0.00009699268,0.0003543575,0.00004510472,0.0005718261,0.00005411216,0.0003181928,0.00002367386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005661994,"about_ca_system_score_gemma":0.0002036795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001123718,"about_ca_topic_score_gemma":0.0003582669,"domain_scores_codex":[0.9977486,0.0001382892,0.000848462,0.000174564,0.0009249367,0.0001651311],"domain_scores_gemma":[0.9984614,0.0001424627,0.0007912252,0.0001029463,0.0004406002,0.00006131148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008747767,0.0003188552,0.9889193,0.0001421557,0.00002863998,0.0008649139,0.00007474949,0.0002956462,0.005335834,0.00008555796,0.0002619852,0.002797567],"study_design_scores_gemma":[0.003148723,0.0003512557,0.9737415,0.0001231355,0.00003577195,0.002205178,0.0002332505,0.0001453486,0.01894092,0.0003917827,0.0005251435,0.0001580482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934062,0.0002084227,0.001299499,0.00003061852,0.004083013,0.0001725748,0.0000245626,0.000007596291,0.0007674779],"genre_scores_gemma":[0.9989405,0.000052586,0.0002900984,0.00005010996,0.0002993795,0.000004708849,0.00001556854,0.00001095662,0.0003361509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01517787,"threshold_uncertainty_score":0.4459507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01481022125505585,"score_gpt":0.2877808639342101,"score_spread":0.2729706426791543,"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."}}