{"id":"W2997318153","doi":"10.1055/s-0032-1311672","title":"Preface","year":2012,"lang":"en","type":"article","venue":"Seminars in Hearing","topic":"Musicians’ Health and Performance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Professional development; Medical education; Reflection (computer programming); Continuing professional development; Clinical Practice; Health professions; Focus (optics); Psychology; Engineering ethics; Medicine; Political science; Nursing; Health care; Engineering; 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":[0.001832777,0.0007714616,0.0006208885,0.001844118,0.002605548,0.003422023,0.001214324,0.001304695,0.3377703],"category_scores_gemma":[0.01742251,0.0002284322,0.0004119262,0.001190322,0.0007562659,0.003216684,0.002155398,0.003951048,0.2265295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001854395,"about_ca_system_score_gemma":0.002191054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00322417,"about_ca_topic_score_gemma":0.003246403,"domain_scores_codex":[0.9987655,0.0002071298,0.0000941426,0.0002083848,0.0006157526,0.0001090145],"domain_scores_gemma":[0.9909036,0.00133437,0.0002977146,0.0005787889,0.005393381,0.001492222],"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":[0.00001807195,0.00001052556,0.00008976281,0.00005879619,9.78441e-7,0.0000429707,0.00009463003,0.00002774362,0.0000866368,0.002725358,0.9760395,0.02080508],"study_design_scores_gemma":[0.00000252825,0.00001067697,0.0002303226,0.0000865027,8.842737e-7,0.00008389928,0.00008612291,0.00001882008,0.00005498729,0.001463533,0.9979578,0.000003886655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002101689,0.01134461,0.007035853,0.10027,0.4204262,0.0004972045,0.009401495,0.00161765,0.4473054],"genre_scores_gemma":[0.01326044,0.007762691,0.003706547,0.02290947,0.07636524,0.0003809145,0.008786517,0.001247165,0.8655809],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3377703,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0485219669977945,"score_gpt":0.3410070760103662,"score_spread":0.2924851090125717,"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."}}