{"id":"W2192612168","doi":"10.1016/j.medici.2015.09.004","title":"Treatment procedures and referral patterns of general dentists in Lithuania","year":2015,"lang":"en","type":"article","venue":"Medicina","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Referral; Family medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005904147,0.00008160085,0.0001725188,0.000128015,0.00006513614,0.000004058974,0.00007952493,0.00007180167,0.000179606],"category_scores_gemma":[0.0006547042,0.00006110764,0.00001095448,0.0001175793,0.00004857805,0.0001045762,0.00005416905,0.0001915338,0.00006397844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003513264,"about_ca_system_score_gemma":0.0008018257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009807423,"about_ca_topic_score_gemma":0.002723197,"domain_scores_codex":[0.9987156,0.0002676209,0.0002833429,0.0001651343,0.0003046301,0.0002636768],"domain_scores_gemma":[0.9993318,0.0001003969,0.00009719666,0.0001733526,0.0001057544,0.0001914709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007599965,0.000151971,0.97602,0.0001730129,0.000008817346,0.00001761904,0.01820179,2.242682e-7,0.0001139732,0.0001759423,0.00161959,0.003441042],"study_design_scores_gemma":[0.00171965,0.0002643697,0.9788974,0.0001215588,0.00001176595,0.00001587628,0.01301882,0.00003823002,0.00008007739,0.0002058075,0.005574656,0.00005181322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910087,0.0006231449,0.000006381601,0.002049237,0.000436502,0.0004926932,0.000007705858,0.00001269566,0.005362949],"genre_scores_gemma":[0.9882162,0.0002170229,0.00007094999,0.0001946837,0.0002127488,0.0000825709,0.00002106261,0.00001218231,0.01097255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007084226,"threshold_uncertainty_score":0.9967864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.163484103833659,"score_gpt":0.5305990916315956,"score_spread":0.3671149877979366,"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."}}