{"id":"W4244640652","doi":"10.1097/aln.0b013e3181b4b9b4","title":"ABA MAINTENANCE OF CERTIFICATION","year":2009,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certification; Medicine; Maintenance of Certification; Accreditation; Medical education; Licensure; Certificate; Anesthesiology; Lifelong learning; Specialty; Professional certification (computer technology); Continuing medical education; Family medicine; Continuing education; Management; Psychology; 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":[0.01149707,0.0005085083,0.000603117,0.004088812,0.004519992,0.004707126,0.003108287,0.003198109,0.1481051],"category_scores_gemma":[0.03244149,0.0006172209,0.0008318087,0.001409664,0.001155284,0.002210705,0.004013454,0.004241658,0.06495255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004226884,"about_ca_system_score_gemma":0.02308195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01701155,"about_ca_topic_score_gemma":0.02357611,"domain_scores_codex":[0.9878286,0.001590849,0.0004908012,0.001396496,0.005665993,0.003027294],"domain_scores_gemma":[0.9257869,0.003350714,0.002013983,0.00480252,0.05421733,0.009828556],"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":[0.0002104913,0.0005833929,0.009592068,0.0002838713,0.00002485038,0.0002678955,0.0008654842,0.0001875767,0.002042299,0.01361236,0.7316519,0.2406778],"study_design_scores_gemma":[0.00004408456,0.0002233604,0.01930716,0.0002259032,0.00001283766,0.0004109213,0.0003660753,0.0003857827,0.0008532358,0.0008246314,0.9773093,0.00003671059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05007882,0.002129208,0.01362351,0.02555619,0.0153384,0.003641946,0.008458789,0.008331815,0.8728413],"genre_scores_gemma":[0.2344997,0.001373399,0.01725302,0.02449578,0.00198803,0.002906696,0.01216779,0.001306458,0.7040091],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1481051,"threshold_uncertainty_score":0.495461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01810502255541855,"score_gpt":0.2745989162113737,"score_spread":0.2564938936559552,"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."}}