{"id":"W4210726577","doi":"10.2196/34323","title":"Treatments for Primary Delusional Infestation: Systematic Review","year":2022,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lynde Centre for Dermatology; University of Toronto; University of Ottawa; Hamilton Health Sciences","funders":"","keywords":"Aripiprazole; Medicine; Infestation; Delusional disorder; Psychiatry; Pediatrics; Olanzapine; MEDLINE; Internal medicine; Schizophrenia (object-oriented programming); Psychosis; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001298853,0.0001479028,0.0005895962,0.0000795979,0.0003775944,0.000005980041,0.0001799846,0.00004164229,0.001099764],"category_scores_gemma":[0.00003681619,0.0001294484,0.0001333852,0.0001526532,0.00005276313,0.00004735526,0.0001440224,0.0001055019,0.0002566637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000716076,"about_ca_system_score_gemma":0.00004575024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005189896,"about_ca_topic_score_gemma":0.000001679533,"domain_scores_codex":[0.9985713,0.0003005304,0.000449868,0.0002582576,0.0001512948,0.0002687146],"domain_scores_gemma":[0.9990577,0.0003196133,0.0002036737,0.0003159332,0.00006350064,0.00003963801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000186351,0.00106027,0.004859466,0.1584176,0.001533943,0.0008431273,0.003128924,0.000001607358,0.0000336851,0.0295692,0.7996209,0.0007448926],"study_design_scores_gemma":[0.03655584,0.004195333,0.1233703,0.03630826,0.01510219,0.08980651,0.01211346,0.0002250657,0.0000865855,0.02529745,0.6513422,0.005596895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09165795,0.6401424,0.005105425,0.07470749,0.008543241,0.04404728,0.00102899,0.00125898,0.1335082],"genre_scores_gemma":[0.5752807,0.003362686,0.003687632,0.158738,0.0004191466,0.2091848,0.002634083,0.0002655698,0.04642745],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6367798,"threshold_uncertainty_score":0.9998134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347859378287551,"score_gpt":0.3453610923328069,"score_spread":0.3218824985499313,"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."}}