{"id":"W1964632701","doi":"10.3390/ijerph6122992","title":"Dental Caries Risk Studies Revisited: Causal Approaches Needed for Future Inquiries","year":2009,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Causal model; Causal analysis; Causality (physics); Interpretation (philosophy); Structural equation modeling; Econometrics; Path analysis (statistics); Causal inference; Psychology; Computer science; Risk analysis (engineering); Medicine; Statistics; Mathematics; Machine learning","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07153969,0.00202538,0.009088815,0.01467389,0.001624293,0.008188471,0.005363833,0.007919511,0.005205288],"category_scores_gemma":[0.1230259,0.001816194,0.003341765,0.01702487,0.0104594,0.02191203,0.004581476,0.01701988,0.001292035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005915817,"about_ca_system_score_gemma":0.011721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004487345,"about_ca_topic_score_gemma":0.007665559,"domain_scores_codex":[0.9686555,0.01969378,0.004649083,0.001644986,0.004971785,0.0003848887],"domain_scores_gemma":[0.772185,0.209237,0.005537298,0.003877879,0.008282083,0.0008809209],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007888277,0.00009248621,0.0008262733,0.08397094,0.001140936,0.00048609,0.002097741,0.0008010556,0.0002512684,0.1595786,0.03468643,0.7159894],"study_design_scores_gemma":[0.00009445679,0.00008242212,0.002461317,0.1761218,0.001239073,0.002229732,0.00473981,0.0008066134,0.0001949461,0.3842221,0.4276347,0.00017297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004260183,0.9842473,0.001095063,0.01351491,0.0008116629,0.00001562834,0.0000147362,0.000008116463,0.000250026],"genre_scores_gemma":[0.001753106,0.989453,0.003039909,0.004189649,0.001286794,0.00007292671,0.0000239259,0.00000666225,0.0001741383],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9284603,"threshold_uncertainty_score":0.3783425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6540236826190343,"score_gpt":0.5978601407906738,"score_spread":0.05616354182836047,"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."}}