{"id":"W4403827260","doi":"10.1371/journal.pmen.0000160","title":"Caring for individuals with eating disorders–how to improve care while reducing unnecessary spending?","year":2024,"lang":"en","type":"article","venue":"PLOS mental health.","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; Institute for Work & Health; Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health","funders":"","keywords":"Eating disorders; Psychology; Medicine; Psychiatry","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":[0.005008245,0.0006863088,0.001216485,0.001136614,0.002100188,0.004956311,0.001243193,0.003921212,0.02052078],"category_scores_gemma":[0.03434559,0.0003795197,0.001270628,0.001046473,0.002268872,0.005347733,0.003687385,0.007241048,0.002909503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004219287,"about_ca_system_score_gemma":0.02375886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02044913,"about_ca_topic_score_gemma":0.0599739,"domain_scores_codex":[0.9973236,0.001563284,0.0001099208,0.000138438,0.0003629461,0.0005016438],"domain_scores_gemma":[0.9835433,0.005683358,0.001163072,0.0003795444,0.00243669,0.006794124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003209102,0.0007462803,0.00880246,0.003230194,0.0005642031,0.0001697922,0.0009252105,0.000390278,0.0001519885,0.01529203,0.5162842,0.4531224],"study_design_scores_gemma":[0.001466974,0.001146434,0.08466503,0.07681067,0.002052865,0.000822783,0.03032673,0.002035745,0.0004703827,0.1459219,0.6539378,0.0003428088],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002767273,0.0356395,0.0004803725,0.9502842,0.004031832,0.00002608334,0.0001153759,0.00003612503,0.006619289],"genre_scores_gemma":[0.2214576,0.3238152,0.01055158,0.4134953,0.02058449,0.0006568283,0.0005733345,0.0001653025,0.00870028],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02052078,"threshold_uncertainty_score":0.06864882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02827644673068754,"score_gpt":0.3383884342943644,"score_spread":0.3101119875636769,"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."}}