{"id":"W2889518629","doi":"10.1007/978-3-319-89731-8_6","title":"Dental Specialties: How to Choose Yours","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; University of British Columbia","funders":"","keywords":"Specialty; Periodontology; Scope of practice; Medical education; Medicine; Dentistry; Endodontics; Prosthodontics; Oral health; Scope (computer science); Health care; Family medicine; Political science; Computer science","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":[0.0007723295,0.0006519563,0.0005404753,0.001314532,0.001937663,0.006674575,0.000756855,0.002429559,0.135976],"category_scores_gemma":[0.002796336,0.0003983253,0.0004963786,0.001065277,0.0008868407,0.006055567,0.003100373,0.004389454,0.08914092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001551419,"about_ca_system_score_gemma":0.002163955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002161419,"about_ca_topic_score_gemma":0.01070089,"domain_scores_codex":[0.999376,0.00009630483,0.0000224811,0.00004425231,0.0003924153,0.00006851566],"domain_scores_gemma":[0.9992021,0.0002114504,0.0000287987,0.00003521995,0.000231735,0.0002908067],"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":[0.000003907115,0.00002566826,0.00007189345,0.00006419399,0.000001176988,0.00004414548,0.0001844384,0.00003738273,0.00008029907,0.01887409,0.8869348,0.09367799],"study_design_scores_gemma":[0.000001295357,0.000002583027,0.00005879111,0.0001037209,5.319997e-7,0.0000451427,0.0001269589,0.00001222046,0.00001629369,0.004557423,0.9950722,0.000002761098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004980976,0.01448077,0.002526712,0.02768536,0.01381497,0.00005778832,0.0002607899,0.0003646978,0.9403107],"genre_scores_gemma":[0.002340149,0.007783741,0.002678375,0.009265508,0.002875961,0.00005052657,0.0001736476,0.0002647441,0.9745674],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.135976,"threshold_uncertainty_score":0.4548852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1356836353716318,"score_gpt":0.4963154287347963,"score_spread":0.3606317933631645,"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."}}