{"id":"W2996972681","doi":"10.25259/apos_134_2019","title":"Current status of dental and orthodontic education in European and American countries","year":2019,"lang":"en","type":"article","venue":"APOS Trends in Orthodontics","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dental education; Medicine; Appeal; Family medicine; Dentistry; Medical education; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.001424457,0.0001512711,0.000310848,0.0006416216,0.00008683087,0.00002216081,0.0001160685,0.00005055355,0.0001348371],"category_scores_gemma":[0.0004615718,0.0001514932,0.00002280665,0.0006250555,0.0002072733,0.000267588,0.0001782682,0.0005742133,0.00004565051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002234576,"about_ca_system_score_gemma":0.0006478406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002448349,"about_ca_topic_score_gemma":0.003882923,"domain_scores_codex":[0.9971709,0.001124441,0.0005837331,0.0003217538,0.00028756,0.0005116473],"domain_scores_gemma":[0.998561,0.000542753,0.0003190521,0.0002971091,0.0001138146,0.0001662663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007849426,0.000187245,0.8123775,0.0002137893,0.000006474672,0.000001523782,0.004176816,8.588726e-7,0.00002901376,0.000742162,0.0001286428,0.1820576],"study_design_scores_gemma":[0.0006834003,0.00008387604,0.9622719,0.00018849,0.00001574517,0.000003771538,0.01089485,0.00005452535,0.000008049044,0.00003007611,0.02563445,0.0001308674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905295,0.001840788,0.0000121487,0.0002410783,0.00064148,0.0003856927,0.0000204245,0.00001546383,0.006313386],"genre_scores_gemma":[0.9933355,0.004017918,0.0008521462,0.0001321218,0.00005592925,0.00002542447,0.00004992687,0.00003295552,0.001498075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1819267,"threshold_uncertainty_score":0.6177711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07126279163935263,"score_gpt":0.5136730294546926,"score_spread":0.44241023781534,"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."}}