{"id":"W4407011594","doi":"10.1002/9781394182176.ch14.1","title":"Mitigating the Effects of Harmful Commodities on Dental Caries and Periodontal Diseases","year":2025,"lang":"en","type":"other","venue":"","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dentistry; Medicine; Business","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":[0.0008830118,0.0005886155,0.0003237438,0.001534597,0.0009433038,0.002752451,0.0006616625,0.0008781972,0.03836672],"category_scores_gemma":[0.001104751,0.0001285975,0.0005031765,0.001196006,0.0005831779,0.001477991,0.002509757,0.0008645126,0.005228784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00121564,"about_ca_system_score_gemma":0.002964907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004723913,"about_ca_topic_score_gemma":0.01165386,"domain_scores_codex":[0.9994218,0.0001432686,0.00002554707,0.0000501563,0.0002373084,0.0001219281],"domain_scores_gemma":[0.9996545,0.00008167613,0.00006071449,0.00002232047,0.0001374478,0.00004337902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001768894,0.0003987539,0.005691622,0.004977434,0.00006580992,0.0005514161,0.001020371,0.001137703,0.006754925,0.1783429,0.07935283,0.7215294],"study_design_scores_gemma":[0.000004658278,0.0001108921,0.003518583,0.001697882,0.00003017717,0.0002776669,0.001319093,0.000265062,0.001958696,0.01287058,0.9779298,0.00001702024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03925436,0.1179577,0.0119773,0.0265575,0.003284042,0.0002931333,0.003036991,0.0003435775,0.7972956],"genre_scores_gemma":[0.2329168,0.4233948,0.03512096,0.007510961,0.001256726,0.000325684,0.002754076,0.0002425953,0.2964775],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03836672,"threshold_uncertainty_score":0.1283494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005257704675408575,"score_gpt":0.2615789918329599,"score_spread":0.2563212871575513,"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."}}