{"id":"W4255899797","doi":"10.1111/ipd.12521","title":"Preventive Dentistry","year":2019,"lang":"en","type":"article","venue":"International Journal of Paediatric Dentistry","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dentistry; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004429838,0.0001757548,0.0002712331,0.0003446357,0.00004005925,0.000173491,0.0008836547,0.0001560565,0.002863407],"category_scores_gemma":[0.0002147758,0.0001754561,0.0003441492,0.0002718031,0.00003461303,0.0006090367,0.0001514291,0.0003648038,0.002516273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002617581,"about_ca_system_score_gemma":0.0001940122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000169224,"about_ca_topic_score_gemma":0.00002262875,"domain_scores_codex":[0.9970903,0.00009397342,0.0009099446,0.0002251681,0.001415485,0.0002651231],"domain_scores_gemma":[0.9976115,0.0001460506,0.0009428817,0.0002012819,0.0008998289,0.0001984539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005083595,0.0005942349,0.8943471,0.0001903686,0.0005578442,0.007396597,0.0001013113,0.0001244508,0.002402441,0.001320805,0.05230975,0.04014679],"study_design_scores_gemma":[0.006049511,0.0003041787,0.9154197,0.0002825067,0.0002291694,0.02463135,0.0009457105,0.0001965694,0.003581667,0.002186225,0.04559512,0.0005783189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569542,0.00134606,0.002170246,0.00004507473,0.03517364,0.0001416626,0.00006708768,0.00002704538,0.004074972],"genre_scores_gemma":[0.9871284,0.0001439212,0.0004094703,0.0002016342,0.001726104,0.000002664601,0.00004911791,0.00002601035,0.01031272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03956848,"threshold_uncertainty_score":0.9982604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01080637811110692,"score_gpt":0.3172683933043194,"score_spread":0.3064620151932125,"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."}}