{"id":"W1799217312","doi":"","title":"The Royal College and the dying joy of learning.","year":2001,"lang":"en","type":"letter","venue":"PubMed","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Certification; Confusion; Accreditation; Specialty; Meaning (existential); Medical education; Computer science; Medicine; Psychology; Management; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001697385,0.0004877142,0.000462679,0.0003964512,0.004801727,0.004392751,0.0008624072,0.02262711,0.03807092],"category_scores_gemma":[0.0166469,0.0003970286,0.0004024685,0.0003645572,0.003424873,0.003945579,0.00192938,0.02590752,0.02003906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003725954,"about_ca_system_score_gemma":0.005371485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01304893,"about_ca_topic_score_gemma":0.03357022,"domain_scores_codex":[0.9975603,0.0005498094,0.000174728,0.0003320938,0.0009577202,0.0004253121],"domain_scores_gemma":[0.9955282,0.001354869,0.0002887854,0.0002582981,0.001014751,0.001555078],"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":[0.00001187222,0.000008869104,0.000139754,0.00002194846,0.000001913936,0.0005508887,0.0001434001,0.000008643909,0.00003586716,0.005432202,0.9843647,0.009279964],"study_design_scores_gemma":[0.00001047303,0.00001206749,0.0003059357,0.0001135013,0.000001679698,0.001427555,0.0003910224,0.00001685582,0.00002167581,0.002784372,0.9949068,0.000007974878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003614014,0.007410646,0.00008171088,0.9296982,0.02399335,0.00001038057,0.00003002137,0.00002072663,0.0383936],"genre_scores_gemma":[0.009833359,0.007463929,0.000173688,0.7475645,0.01987661,0.00002731882,0.00002788653,0.00004365605,0.214989],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03807092,"threshold_uncertainty_score":0.1273599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07415800584321149,"score_gpt":0.4027953722473555,"score_spread":0.328637366404144,"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."}}