{"id":"W2890682811","doi":"10.1177/2380084418796813","title":"Advanced Methodologies in Oral Health Research","year":2018,"lang":"en","type":"article","venue":"JDR Clinical & Translational Research","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Oral health; Medicine; Computer science; Dentistry","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":[0.06036945,0.001114895,0.001735679,0.006831454,0.001733624,0.009715892,0.002633324,0.002388259,0.01040712],"category_scores_gemma":[0.09683955,0.0008426223,0.00170469,0.005268076,0.007659794,0.005327789,0.006216642,0.005012369,0.004001791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002104473,"about_ca_system_score_gemma":0.007844206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001107196,"about_ca_topic_score_gemma":0.001260388,"domain_scores_codex":[0.9368812,0.05232937,0.00275178,0.002227878,0.005252097,0.0005575707],"domain_scores_gemma":[0.8409815,0.1266265,0.004374609,0.01757098,0.008866927,0.001579362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007066526,0.0002586927,0.003246985,0.002315999,0.0001912536,0.0001999973,0.001881023,0.001454882,0.001134229,0.756406,0.006699331,0.2261409],"study_design_scores_gemma":[0.00003334149,0.00008326511,0.001265322,0.0008920886,0.00006527462,0.000238063,0.0008098581,0.003793373,0.0006206227,0.9468491,0.04532207,0.00002751955],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003085202,0.01833485,0.9476873,0.00542082,0.001570742,0.0006027895,0.000310513,0.0003152423,0.02267253],"genre_scores_gemma":[0.08056356,0.01489259,0.8902496,0.002191522,0.00195704,0.003155424,0.00029833,0.0001404546,0.006551542],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06036945,"threshold_uncertainty_score":0.319268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8165364417144678,"score_gpt":0.7251343448469837,"score_spread":0.09140209686748413,"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."}}