{"id":"W4376648690","doi":"10.12968/denu.2023.50.5.363","title":"Black to <i>Dental Update</i> and beyond!","year":2023,"lang":"en","type":"article","venue":"Dental Update","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Dentistry; Oral health; Epidemiology; Pathology","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":[0.0001882635,0.0002107762,0.0002057248,0.0001753328,0.0001775272,0.0001579435,0.0002364289,0.0001078726,0.0005557785],"category_scores_gemma":[0.00002380654,0.000224771,0.00007188787,0.0006844963,0.00007965065,0.0002730584,0.0003495609,0.0001430149,0.03223625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008081465,"about_ca_system_score_gemma":0.00002005606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004563252,"about_ca_topic_score_gemma":0.0009572748,"domain_scores_codex":[0.9981881,0.00004829365,0.0003314584,0.0004715276,0.0004425658,0.0005180162],"domain_scores_gemma":[0.9991705,0.00002091504,0.00006416296,0.0002889143,0.00003943251,0.0004160092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005223249,0.0002808911,0.2842872,0.0003996397,0.00009211975,0.002120727,0.0005854467,0.00005621048,0.007663657,0.01402892,0.5948211,0.09514172],"study_design_scores_gemma":[0.003759042,0.0003243764,0.6516286,0.0001164845,0.0001091772,0.001065119,0.005710136,0.001611887,0.01715548,0.002981234,0.3140803,0.001458194],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931841,0.000184874,0.00009255276,0.0002218875,0.00176063,0.0003630737,0.0002980296,0.000360985,0.003533816],"genre_scores_gemma":[0.9904119,0.0001790027,0.00007330207,0.005079618,0.0001866978,0.00002646369,0.001052433,0.00004924761,0.002941297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3673413,"threshold_uncertainty_score":0.9685172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01196968708134928,"score_gpt":0.2912454829254982,"score_spread":0.2792757958441489,"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."}}