{"id":"W1567178231","doi":"10.1111/adj.12321","title":"Exploring child dental service use among migrant families in metropolitan Melbourne, Australia","year":2015,"lang":"en","type":"article","venue":"Australian Dental Journal","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Richmond Hospital","funders":"Australian Research Council; Medical Research Council","keywords":"Snowball sampling; Medicine; Outreach; Population; Family medicine; Early childhood caries; Context (archaeology); Oral health; Environmental health; Geography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005629261,0.0004275386,0.000443187,0.0005922622,0.0002825712,0.000603451,0.0005495228,0.0002051711,0.0003853599],"category_scores_gemma":[0.0001035562,0.0004310038,0.0002279169,0.0009355419,0.000125905,0.00333055,0.0001341673,0.001045527,0.0008675526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001476041,"about_ca_system_score_gemma":0.00008856148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01716719,"about_ca_topic_score_gemma":0.08731233,"domain_scores_codex":[0.9960611,0.0002523154,0.001044006,0.0004380397,0.001140899,0.001063578],"domain_scores_gemma":[0.9978729,0.000037106,0.0003396285,0.0003220166,0.000214384,0.001213915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002073483,0.0002100791,0.9897693,0.00006376635,0.00005295572,0.002345113,0.0008057012,0.00008667844,0.000225271,0.0001728893,0.005481176,0.0005797636],"study_design_scores_gemma":[0.002701706,0.0001423342,0.9450564,0.0003614754,0.00006006117,0.006479574,0.03931135,0.00004367807,0.002274353,0.00009118228,0.002993868,0.0004840214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952375,0.00009965328,0.00001878977,0.00009979174,0.003621078,0.0002900126,0.00006414777,0.00007790919,0.0004910897],"genre_scores_gemma":[0.9957216,0.00006449081,0.0001923032,0.0002429156,0.0005807552,0.00002213681,0.00008395546,0.0000625484,0.003029286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07014513,"threshold_uncertainty_score":0.9999104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1574769175669022,"score_gpt":0.3427263422254331,"score_spread":0.1852494246585308,"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."}}