{"id":"W2147883283","doi":"10.1192/pb.bp.107.018325","title":"Problems across care pathways in specialist adult eating disorder services","year":2009,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inefficiency; Attrition; Referral; Medicine; Eating disorders; Quarter (Canadian coin); Specialist care; Care pathway; Psychiatry; Psychology; Nursing; Family medicine; Primary care; Health care; Dentistry; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001838769,0.0003198903,0.0003237698,0.0001345838,0.0002625454,0.00009352221,0.0004091777,0.0002350078,0.001371966],"category_scores_gemma":[0.00001352369,0.0003074158,0.0001401729,0.0006258532,0.00004292289,0.00003850474,0.00004329087,0.0004119007,0.0006675252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004412133,"about_ca_system_score_gemma":0.00001895231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003388377,"about_ca_topic_score_gemma":0.002726916,"domain_scores_codex":[0.9976231,0.0001135074,0.0005863932,0.0006619578,0.0002595716,0.0007554474],"domain_scores_gemma":[0.999073,0.00003895975,0.0002231098,0.0004714197,0.00009580406,0.00009771812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008080993,0.001256392,0.8900524,0.000147791,0.00001083551,0.00002557107,0.0392576,0.00004803363,0.00002607824,0.002036815,0.005736088,0.06132154],"study_design_scores_gemma":[0.003951414,0.0008205572,0.8834293,0.0001501674,0.00004167188,0.00001682926,0.05881054,0.00001827765,0.000002606107,0.000872388,0.05097909,0.0009071306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9469013,0.003732213,0.00002779004,0.002004409,0.001003494,0.0005378997,0.00003595591,0.000175915,0.04558108],"genre_scores_gemma":[0.9962271,0.00003615475,0.001075991,0.001252651,0.0004554946,0.00007967168,0.00006395463,0.00004290937,0.0007660252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06041441,"threshold_uncertainty_score":0.9999378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009722525353750806,"score_gpt":0.2785414333803261,"score_spread":0.2688189080265753,"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."}}