{"id":"W2159999995","doi":"10.1093/rheumatology/keh163","title":"Unmet education and training needs of rheumatology health professionals in adolescent health and transitional care","year":2004,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"BC Children's Hospital","keywords":"Medicine; Transitional care; Health professionals; Health care; Nursing; Needs assessment; Professional development; Family medicine; Medical education","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001519572,0.0001129198,0.0002034634,0.0004842664,0.0007208779,0.0005841186,0.0002632117,0.000736728,0.002575871],"category_scores_gemma":[0.007448277,0.000206187,0.0001517758,0.0003302481,0.0003026968,0.0006761669,0.0008372859,0.0005007545,0.0001869561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005972229,"about_ca_system_score_gemma":0.002055064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006332306,"about_ca_topic_score_gemma":0.011159,"domain_scores_codex":[0.9981336,0.0006659653,0.0001453295,0.00007695139,0.0002464585,0.0007317967],"domain_scores_gemma":[0.9950611,0.001202187,0.001156221,0.00004567562,0.0004772618,0.002057639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002686086,0.0005518363,0.9226656,0.0003560045,0.00002920903,0.001008789,0.01874129,0.0001498827,0.0008825988,0.0001936469,0.001730489,0.05342209],"study_design_scores_gemma":[0.00004015212,0.0004520964,0.9580143,0.0003451722,0.0000165487,0.001409861,0.03615913,0.0004290362,0.0001938761,0.0001424763,0.002783727,0.00001365561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972224,0.0005632874,0.00004184985,0.001349536,0.00001371833,0.00001070283,0.00002782884,0.000001857854,0.0007688902],"genre_scores_gemma":[0.9991461,0.0002968831,0.0001366027,0.0001593023,0.00001096015,0.00001820857,0.00002918679,6.991979e-7,0.000202036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006332306,"threshold_uncertainty_score":0.01259089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06803066832696934,"score_gpt":0.4257856625021231,"score_spread":0.3577549941751537,"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."}}