{"id":"W3191332580","doi":"10.1111/pde.14748","title":"Barriers to healthcare access in pediatric dermatology: A systematic review","year":2021,"lang":"en","type":"review","venue":"Pediatric Dermatology","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Health care; Psychological intervention; Sociocultural evolution; Scope (computer science); MEDLINE; Family medicine; Nursing","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":[0.005421729,0.001144557,0.004649945,0.00854534,0.0007662318,0.002613724,0.001398341,0.001554597,0.004736061],"category_scores_gemma":[0.03376864,0.0009616118,0.005150233,0.01093334,0.0007200337,0.00256689,0.001767021,0.001226909,0.0002922498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003602448,"about_ca_system_score_gemma":0.0145122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01188226,"about_ca_topic_score_gemma":0.03650339,"domain_scores_codex":[0.9943539,0.001849815,0.001823121,0.0003958475,0.001337888,0.000239429],"domain_scores_gemma":[0.9751436,0.01898348,0.003779172,0.0002454027,0.001548014,0.0003003344],"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":[0.00007371982,0.00001683081,0.001094519,0.95284,0.003051995,0.0001210582,0.0003631482,0.00007994042,0.00007041376,0.0002968168,0.002082824,0.03990873],"study_design_scores_gemma":[0.00006692413,0.00007613999,0.00428782,0.9534753,0.01944359,0.0004151403,0.0005957118,0.0000517606,0.00008667104,0.0002482763,0.02123013,0.00002245779],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009796985,0.9979004,0.0001029859,0.000233579,0.00006177375,0.0001753448,0.0002659083,0.000005248706,0.0002750822],"genre_scores_gemma":[0.008482957,0.9904823,0.0003063378,0.0002527845,0.00002921704,0.0002350118,0.0001326562,0.000002897973,0.00007589657],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01188226,"threshold_uncertainty_score":0.02867317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1250748673573231,"score_gpt":0.5013183155567106,"score_spread":0.3762434481993875,"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."}}