{"id":"W3005641352","doi":"","title":"Past Conference Report of American Dentistry 2020 scheduled during July 24-25, 2020 Vancouver, Canada","year":2020,"lang":"en","type":"article","venue":"","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004239295,0.0001871102,0.000398694,0.00004016917,0.0004136365,0.00001958287,0.0004217894,0.00008143041,0.005377565],"category_scores_gemma":[0.002008685,0.0001843896,0.00005291401,0.0007166944,0.000148426,0.0002621091,0.0003363736,0.0009780151,0.0003360242],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004800697,"about_ca_system_score_gemma":0.007473777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4664758,"about_ca_topic_score_gemma":0.562664,"domain_scores_codex":[0.9967847,0.0003615396,0.0008924702,0.000504371,0.0008616872,0.0005952531],"domain_scores_gemma":[0.997254,0.0002958144,0.0007205163,0.0005121779,0.0005942037,0.0006232609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001361371,0.0001008352,0.5758413,0.0006305446,0.00008200776,0.0007606631,0.0009993603,0.000003747207,0.003166713,0.00007134298,0.4177344,0.0004729764],"study_design_scores_gemma":[0.001312118,0.0001021282,0.7269927,0.0001379411,0.00005712154,0.0001114063,0.04691347,0.0002280223,0.0028647,0.0000308073,0.2207807,0.0004688333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9447678,0.00006134908,0.0001720558,0.01236948,0.003031668,0.0007246618,0.00006086777,0.00008421448,0.03872795],"genre_scores_gemma":[0.9595416,0.00006516778,0.0007750486,0.00155072,0.0004716647,0.0000816234,0.0000443547,0.00003502006,0.03743485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1969536,"threshold_uncertainty_score":0.9981529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06447974048899585,"score_gpt":0.4354813020275922,"score_spread":0.3710015615385963,"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."}}