{"id":"W4376286855","doi":"10.1038/s41415-023-5862-1","title":"Dental practice and society","year":2023,"lang":"en","type":"article","venue":"BDJ","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dental practice; Dentistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002308941,0.0001943565,0.0003418537,0.002387512,0.003144457,0.004511531,0.0005076881,0.001717391,0.07895259],"category_scores_gemma":[0.01227737,0.0001908894,0.0003642231,0.003648806,0.001657046,0.001746123,0.003105294,0.002069375,0.0105607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004230776,"about_ca_system_score_gemma":0.009759841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01996548,"about_ca_topic_score_gemma":0.04665852,"domain_scores_codex":[0.9960217,0.0009842847,0.0002254085,0.0003024765,0.00164526,0.0008209463],"domain_scores_gemma":[0.9927342,0.0007093001,0.0005958531,0.0002797526,0.001537727,0.004143089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005698539,0.0002502502,0.06922826,0.0002130744,0.00004313141,0.0002687189,0.005146029,0.00009805692,0.0001520754,0.0982173,0.5047765,0.3215495],"study_design_scores_gemma":[0.00001078079,0.00005269856,0.07150252,0.0002757423,0.000008677025,0.0003808329,0.004356345,0.00003584395,0.00003154045,0.007243205,0.9160874,0.00001441171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04229061,0.03043189,0.0003639821,0.2948056,0.00573474,0.00008145364,0.001570809,0.00008340673,0.6246376],"genre_scores_gemma":[0.6397683,0.04822353,0.001049156,0.03279614,0.00581176,0.0001714607,0.001977031,0.0001007728,0.2701019],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07895259,"threshold_uncertainty_score":0.2641227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1309925047537404,"score_gpt":0.5898607549694718,"score_spread":0.4588682502157314,"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."}}