{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009742387,0.0004683419,0.0003593183,0.00170036,0.0003878869,0.0008394603,0.0005668392,0.0009034636,0.001292516],"category_scores_gemma":[0.02147373,0.0008522032,0.0004245959,0.0004575684,0.0009248485,0.0004509406,0.0008818906,0.0003431572,0.0005765111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003218772,"about_ca_system_score_gemma":0.0002423317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00114069,"about_ca_topic_score_gemma":0.001875787,"domain_scores_codex":[0.9943023,0.002053499,0.0006796066,0.001164696,0.001557257,0.0002426607],"domain_scores_gemma":[0.9740667,0.01083757,0.005344249,0.003473976,0.005853824,0.0004236817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001211406,0.0001283814,0.8588222,0.0002398334,0.0002592894,0.0001775034,0.0008731185,0.000452081,0.1178705,0.00009099682,0.0000750886,0.01979975],"study_design_scores_gemma":[0.00002751823,0.001481233,0.9475352,0.00005503916,0.0002534555,0.0024114,0.0006150423,0.003220763,0.0430158,0.0002028338,0.001152419,0.00002930057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905651,0.0009934128,0.006991483,0.00002317766,0.00002640034,0.00006412221,0.00007961864,0.00002656141,0.0012301],"genre_scores_gemma":[0.9916391,0.0002198618,0.007614015,0.00002264627,0.00001628453,0.00003861915,0.0001127698,0.00001107141,0.0003256995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009742387,"threshold_uncertainty_score":0.05152333,"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."}}