{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007021349,0.0001630073,0.0005385859,0.0003152967,0.0004079483,0.000003361147,0.0000747818,0.0002208162,0.00002093637],"category_scores_gemma":[0.00006358904,0.00015702,0.00003166085,0.0003292274,0.00006581035,0.00009411394,0.0000408511,0.0006655295,0.000004200762],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003033593,"about_ca_system_score_gemma":0.006632996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001839267,"about_ca_topic_score_gemma":0.001254787,"domain_scores_codex":[0.997516,0.0006412399,0.0008459567,0.0002378834,0.000206488,0.0005523968],"domain_scores_gemma":[0.9988513,0.000144126,0.0003470835,0.0001467038,0.0001146771,0.0003960879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001382944,0.0003173602,0.6157438,0.008436185,0.000009036545,8.549731e-7,0.3290611,0.0000051709,0.000004754461,0.01045875,0.002085701,0.03373901],"study_design_scores_gemma":[0.00463482,0.0004015034,0.5441741,0.007076481,0.000009601099,0.00003334237,0.4353356,0.0000138935,0.000001835223,0.001990047,0.005998939,0.0003298513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9410162,0.01529651,0.0001968418,0.041279,0.0005854152,0.001340581,0.00009543593,0.0000384146,0.0001516084],"genre_scores_gemma":[0.9889791,0.001621289,0.0009153271,0.008001319,0.0001522401,0.00006453677,0.0002073809,0.00002152554,0.00003726769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1062745,"threshold_uncertainty_score":0.9989985,"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."}}