{"id":"W2111574875","doi":"10.1038/sj.bdj.2011.340","title":"Education, regulation, representation and remuneration in dentistry – who does what?","year":2011,"lang":"en","type":"article","venue":"BDJ","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"Royal College of Surgeons of England; Government of the United Kingdom","keywords":"Remuneration; Tangle; Representation (politics); Politics; Point (geometry); Public relations; Dentistry; Political science; Medicine; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01473643,0.0001618323,0.0004210578,0.001292819,0.003924922,0.01123609,0.001102183,0.005534818,0.007452414],"category_scores_gemma":[0.02507558,0.0002914406,0.0003359371,0.002268405,0.01430476,0.006628812,0.003241731,0.004563652,0.000721905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007215009,"about_ca_system_score_gemma":0.014907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02318889,"about_ca_topic_score_gemma":0.02896099,"domain_scores_codex":[0.9832992,0.01019986,0.0005050769,0.0006257123,0.002946369,0.002423681],"domain_scores_gemma":[0.9870241,0.006772436,0.002387965,0.0004295503,0.00145265,0.001933299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002504101,0.001319706,0.05127177,0.000756815,0.00005457993,0.0005155085,0.06559722,0.0004981671,0.0004917298,0.4791656,0.05173001,0.3483484],"study_design_scores_gemma":[0.00006674477,0.0004697356,0.1684375,0.004100664,0.00009026098,0.00174927,0.1531389,0.0009964959,0.0007475983,0.2892203,0.3808059,0.0001766692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1985558,0.1286135,0.00120269,0.5635793,0.002098533,0.00003108758,0.00004776111,0.00001902451,0.1058522],"genre_scores_gemma":[0.9510655,0.02352567,0.0004869327,0.01214201,0.001335162,0.00002992939,0.00002145841,0.00001445421,0.01137896],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02318889,"threshold_uncertainty_score":0.07793462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1308752713668357,"score_gpt":0.5195070219599106,"score_spread":0.388631750593075,"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."}}