{"id":"W2808747972","doi":"10.1177/2380084418781783","title":"Health Services Research: Furthering Advances in Oral Health","year":2018,"lang":"en","type":"article","venue":"JDR Clinical & Translational Research","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Oral health; Health services; Medicine; Environmental health; Family medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02130586,0.0001516152,0.0004403605,0.0005075469,0.0007393383,0.0001134366,0.0005431253,0.0002078149,0.0006584017],"category_scores_gemma":[0.0003475038,0.0001468722,0.0001146287,0.00181475,0.0006891635,0.000529879,0.0001063056,0.001570401,0.001460892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002614307,"about_ca_system_score_gemma":0.001440396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002136186,"about_ca_topic_score_gemma":0.1160433,"domain_scores_codex":[0.9903452,0.003387607,0.001426628,0.000748916,0.002713392,0.001378282],"domain_scores_gemma":[0.9953374,0.002542301,0.0001323888,0.0004100907,0.000894336,0.0006834628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009735697,0.0005561836,0.2544641,0.0007886493,0.00001110094,0.00002073583,0.001103752,0.00001705177,0.000007735138,0.006831457,0.001601795,0.7336239],"study_design_scores_gemma":[0.00180033,0.001355986,0.8236995,0.0006696062,0.000001008015,0.00001054522,0.001270071,0.002672993,0.000012666,0.01326538,0.1550776,0.000164297],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9328642,0.02340873,0.001979616,0.01505758,0.002534092,0.003117608,0.0002355359,0.0002314277,0.02057121],"genre_scores_gemma":[0.9935586,0.00248774,0.0008838265,0.001232,0.0009262022,0.00005409752,0.0001437119,0.00003650113,0.0006772916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7334595,"threshold_uncertainty_score":0.9993166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3823800485277288,"score_gpt":0.6368349994498465,"score_spread":0.2544549509221176,"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."}}