{"id":"W4386004355","doi":"10.2196/48153","title":"Diagnosing the Dermatologic Blues: Systematic Review of the Rare Conundrum, Psychogenic Purpura","year":2023,"lang":"en","type":"review","venue":"JMIR Dermatology","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Psychogenic disease; Dermatology; Purpura (gastropod); Depression (economics); Malaise; Lightheadedness; Psychopathology; Surgery; Psychiatry; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005864569,0.001040076,0.005210109,0.01996871,0.0007446096,0.002200415,0.001653256,0.001757804,0.004256818],"category_scores_gemma":[0.0324521,0.0007667161,0.003406248,0.01901851,0.001069919,0.002599858,0.001357162,0.000807212,0.0004227849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002409556,"about_ca_system_score_gemma":0.008702746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005379457,"about_ca_topic_score_gemma":0.02169134,"domain_scores_codex":[0.9932858,0.001630578,0.003253923,0.0004479098,0.001224571,0.0001571889],"domain_scores_gemma":[0.9632246,0.02456274,0.008097716,0.0003855936,0.003284428,0.000444863],"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":[0.00009127284,0.00001346995,0.001497184,0.9506665,0.002760935,0.0002648121,0.0002227315,0.00004022481,0.0001263369,0.0001668573,0.003568373,0.04058122],"study_design_scores_gemma":[0.0001304416,0.0001354556,0.007441187,0.9384832,0.02016801,0.001628443,0.0005846439,0.00004697338,0.0001018085,0.0002644026,0.03098571,0.00002966289],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009332022,0.9976003,0.00007835123,0.0002840952,0.000105908,0.0001515149,0.0005127647,0.000004968411,0.0003289098],"genre_scores_gemma":[0.01013725,0.9876279,0.000597838,0.0007282529,0.0001319159,0.0002873512,0.0003672244,0.000004586738,0.0001176487],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01996871,"threshold_uncertainty_score":0.03101522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05690568713983688,"score_gpt":0.3808919166353111,"score_spread":0.3239862294954742,"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."}}