{"id":"W1921487499","doi":"10.2341/11-319-e","title":"Enhancing the Value of Operative Dentistry","year":2011,"lang":"en","type":"editorial","venue":"Operative Dentistry","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cosmetic dentistry; Dentistry; Scope (computer science); Curriculum; Specialty; Value (mathematics); Medicine; Dental education; Medical education; Psychology; Orthodontics; Family medicine; Pedagogy; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005520292,0.0005663093,0.0005201433,0.002360354,0.002184628,0.01268365,0.001109669,0.003589067,0.009732109],"category_scores_gemma":[0.03051291,0.0002571587,0.0004478641,0.001070041,0.00429737,0.006730942,0.002674171,0.006295335,0.002453657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002617428,"about_ca_system_score_gemma":0.005309926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004691996,"about_ca_topic_score_gemma":0.001841793,"domain_scores_codex":[0.9954219,0.0009927441,0.0003120458,0.0002770886,0.002637057,0.0003590286],"domain_scores_gemma":[0.9709829,0.01553701,0.001708108,0.0009422403,0.007752875,0.00307686],"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":[0.00006859742,0.0000352698,0.0005669444,0.001619793,0.00001515504,0.000496466,0.001379723,0.0001181295,0.0003719534,0.04572783,0.7741135,0.1754866],"study_design_scores_gemma":[0.000003075664,0.00002125382,0.0002662034,0.0005736395,0.000007598147,0.0004797048,0.0004627698,0.00004565645,0.0001747744,0.00743546,0.9905192,0.0000106578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.002171246,0.09095429,0.001810279,0.2592721,0.5777287,0.00003908022,0.00005141507,0.0001322335,0.06784074],"genre_scores_gemma":[0.03819085,0.0700877,0.001518162,0.04809972,0.818283,0.00002284509,0.00002982121,0.0001453534,0.02362255],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01268365,"threshold_uncertainty_score":0.03255713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06830684101575382,"score_gpt":0.522655798731664,"score_spread":0.4543489577159102,"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."}}