{"id":"W4413092308","doi":"10.3138/ptc-2023-0039-cc","title":"Commentary on Aranas et al.","year":2025,"lang":"en","type":"article","venue":"PubMed","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Parkwood Institute; Western University","funders":"","keywords":"Computer science","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":[0.01608758,0.001623992,0.003156656,0.003018165,0.006596136,0.007351695,0.008551863,0.06528456,0.01656273],"category_scores_gemma":[0.1167302,0.001442207,0.003700128,0.002641767,0.005039701,0.007618935,0.004217352,0.06075402,0.01639106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008195069,"about_ca_system_score_gemma":0.01429121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02108704,"about_ca_topic_score_gemma":0.02721154,"domain_scores_codex":[0.9858354,0.003986182,0.00217899,0.001571528,0.005253362,0.00117457],"domain_scores_gemma":[0.9277308,0.03948634,0.002874255,0.001546943,0.02399754,0.004364145],"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":[0.00002239312,0.000003636636,0.00001815843,0.0000947244,0.000009439429,0.00004775135,0.00003468476,0.000006669064,0.00001253949,0.0003583996,0.9981943,0.001197279],"study_design_scores_gemma":[0.0001241495,0.00002195501,0.0002880222,0.001462862,0.00006844346,0.0002521538,0.0002504248,0.00005751311,0.0001381384,0.002503744,0.9947806,0.00005189092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00004438184,0.002154175,0.00005090194,0.8826603,0.1137814,0.00002170963,0.0001578028,0.0000212398,0.001108032],"genre_scores_gemma":[0.0004615471,0.001705801,0.00008491016,0.9220992,0.0730017,0.00006830248,0.00005961518,0.00002519984,0.00249377],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06528456,"threshold_uncertainty_score":0.08508027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04548585406125195,"score_gpt":0.3467842772363017,"score_spread":0.3012984231750497,"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."}}