{"id":"W4293788462","doi":"10.1371/journal.pone.0273841","title":"Patient complexity assessment tools containing inquiry domains important for Indigenous patient care: A scoping review","year":2022,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Indigenous; Health care; MEDLINE; Population; Medicine; Data science; Computer science; Political science; Biology; Ecology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03350594,0.001624107,0.004640178,0.02345061,0.001654409,0.005035041,0.002185503,0.002552258,0.004591975],"category_scores_gemma":[0.1256367,0.001187256,0.00640016,0.01974684,0.001457303,0.004954364,0.003615173,0.002284885,0.0005904259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006038225,"about_ca_system_score_gemma":0.03033985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01039527,"about_ca_topic_score_gemma":0.02651636,"domain_scores_codex":[0.978016,0.009526884,0.007029351,0.000705098,0.004309802,0.0004128515],"domain_scores_gemma":[0.8822045,0.09532231,0.009666148,0.001390583,0.0108695,0.0005470196],"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":[0.00009694574,0.00006434281,0.0009888584,0.6523738,0.001480299,0.0001143406,0.001957848,0.0002675724,0.0001736305,0.002394017,0.007384668,0.3327036],"study_design_scores_gemma":[0.00003983371,0.0000613134,0.001868781,0.943407,0.003990706,0.0001850179,0.001073219,0.0001205732,0.0001103503,0.0008308134,0.04827375,0.0000387177],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009297679,0.9928073,0.001154429,0.001134638,0.0003151327,0.001852327,0.000316498,0.0000191319,0.001470696],"genre_scores_gemma":[0.007027541,0.9852951,0.00378972,0.0005066319,0.000104632,0.002669778,0.0003325202,0.00001062423,0.0002635227],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03350594,"threshold_uncertainty_score":0.1771985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2525095176095101,"score_gpt":0.4248080350586815,"score_spread":0.1722985174491714,"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."}}