{"id":"W4416294015","doi":"10.2196/74057","title":"Telemedicine in Eating Disorder Treatment: Systematic Review","year":2025,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telemedicine; Psychological intervention; Eating disorders; Systematic review; Bulimia nervosa; MEDLINE; Intervention (counseling)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01016391,0.001118207,0.007679828,0.007362738,0.0006453644,0.002332064,0.001787897,0.001879321,0.007664453],"category_scores_gemma":[0.05452019,0.0007554564,0.007459534,0.009258748,0.0007417031,0.002206604,0.001378828,0.001438672,0.0003199464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004352198,"about_ca_system_score_gemma":0.01222699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007491483,"about_ca_topic_score_gemma":0.01670258,"domain_scores_codex":[0.9908642,0.004178084,0.002687314,0.00055081,0.001478399,0.0002410802],"domain_scores_gemma":[0.9562101,0.034384,0.005974731,0.0005048596,0.002600695,0.0003255207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002761228,0.00002868889,0.0004530514,0.9523367,0.006935271,0.0000548726,0.0001533107,0.0001005072,0.00005062106,0.0001185008,0.001353814,0.0381386],"study_design_scores_gemma":[0.0006477714,0.0003148662,0.002406071,0.9338248,0.05232489,0.0002012751,0.0002385205,0.0001474325,0.0001205341,0.0002056893,0.009545431,0.00002282751],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001231704,0.9965543,0.0001948796,0.0003379504,0.0001604152,0.000796022,0.0003280295,0.00001445745,0.0003823474],"genre_scores_gemma":[0.02421586,0.9717793,0.001047127,0.0007206197,0.0001522909,0.001711674,0.0001984998,0.000006575421,0.0001680625],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01016391,"threshold_uncertainty_score":0.0537526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01945774877345541,"score_gpt":0.4125336984002005,"score_spread":0.3930759496267451,"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."}}